Anand D. Sarwate

Associate Professor

Department of Electrical and Computer Engineering

Rutgers, The State University of New Jersey

Associate Member, Dept. of Statistics

Associate Member, Dept. of Computer Science

Associate Member, WINLAB

Affiliate Member, DIMACS

CoRE Building Rm. 517

Phone: +1-848-445-8516

Email: anand.sarwate@rutgers.edu

Twitter: @ergodicwalk

TBD

Associate Professor

Department of Electrical and Computer Engineering

Rutgers, The State University of New Jersey

Associate Member, Dept. of Statistics

Associate Member, Dept. of Computer Science

Associate Member, WINLAB

Affiliate Member, DIMACS

CoRE Building Rm. 517

Phone: +1-848-445-8516

Email: anand.sarwate@rutgers.edu

Twitter: @ergodicwalk

**Office Hours (Fall 2020):**TBD

Publications

Preprints

- K.E. Nikolakakis, D.S. Kalogerias, A.D. Sarwate, Optimal Rates for Learning Hidden Tree Structures, ArXiV report number arXiv:1909.09596v4 [stat.ML], March, 2021. [BibTeX entry]
- D.S. Kalogerias, K.E. Nikolakakis, A.D. Sarwate, O. Sheffet, Best-Arm Identification for Quantile Bandits with Privacy, ArXiV report number arXiv:2006.06792 [stat.ML], June, 2020. [BibTeX entry]
- Y. Zhang, S. Vatedka, S. Jaggi, A. Sarwate, Quadratically constrained myopic adversarial channels, ArXiV report number arXiv:1801.05951v3 [cs.IT], January, 2020. [BibTeX entry]
- H. Imtiaz, J. Mohammadi, R. Silva, B. Baker, S.M. Plis, A.D. Sarwate, V.D. Calhoun, Improved Differentially Private Decentralized Source Separation for fMRI Data, ArXiV report number arXiv:1910.12913 [stat.ML], October, 2019. [BibTeX entry]
- G.R. Kurri, V.M. Prabhakaran, A.D. Sarwate, Coordination Through Shared Randomness, ArXiV report number arXiv:1908.08407 [cs.IT], August, 2019. [BibTeX entry]
- B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, The benefit of a 1-bit jump-start, and the necessity of stochastic encoding, in jamming channels, ArXiV report number arXiv:1602.02384 [cs.IT], February, 2016. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Relaxing the Gaussian AVC, ArXiV report number arXiv:1204.2587v1 [cs.IT], September, 2012. [BibTeX entry]

Journal Papers

- K.E. ~Nikolakakis, D.S. ~Kalogerias, A.D. ~Sarwate, Predictive Learning on Hidden Tree-Structured Ising Models, Journal of Machine Learning Research 22(59): pp. 1–82, April 2021. [BibTeX entry]
- H. Gazula, B. Holla, Z. Zhang, J. Xu, E. Verner, R. Kelly, S. Jain, R.D. Bharath, G.J. Barker, D. Basu, A. Chakrabarti, K. Kalyanram, K. Kumaran, L. Singh, R. Kuriyan, P. Murthy, V. Benega, S.M. Plis, A.D. Sarwate, J.A. Turner, G. Schumann, V.D. Calhoun, Decentralized Multisite VBM Analysis During Adolescence Shows Structural Changes Linked to Age, Body Mass Index, and Smoking: a COINSTAC Analysis, Neuroinformatics : January 2021. [BibTeX entry]
- H. Gazula, R. Kelly, J. Romero, E. Verner, B.T. Baker, R.F. Silva, H. Imtiaz, D.K. Saha, R. Raja, J.A. Turner, A.D. Sarwate, S.M. Plis, V.D. Calhoun, COINSTAC: Collaborative Informatics and Neuroimaging Suite Toolkit for Anonymous Computation, Journal of Open Source Software 5(54): pp. 2166, October 2020. [BibTeX entry]
- D.M. Bittner, A.E. Brito, M. Ghassemi, S. Rane, A.D. Sarwate, R.N. Wright, Understanding Privacy-Utility Tradeoffs Using Differentially Private Online Active Learning, Journal of Privacy and Confidentiality 10(2): June 2020. [BibTeX entry]
- M. Ghassemi, Z. Shakeri, A.D. Sarwate, W.U. Bajwa, Learning Mixtures of Separable Dictionaries for Tensor Data: Analysis and Algorithms, IEEE Transactions on Signal Processing 68(1): pp. 33-48, January 2020. [BibTeX entry]
- T. Hazan, F. Orabona, A.D. Sarwate, S. Maji, T. Jaakkola, High Dimensional Inference with Random Maximum A-Posteriori Perturbations, IEEE Transactions on Information Theory 65(10): pp. 6539–6560, October 2019. [BibTeX entry] [Local/OA version]
- B. Baker, A. Abrol, R.F. Silva, E. Damaraju, A.D. Sarwate, V.D. Calhoun, S.M. Plis, Decentralized Temporal Independent Component Analysis: Leveraging fMRI Data in Collaborative Settings, NeuroImage 186: pp. 557–569, February 2019. [BibTeX entry] [Local/OA version]
- H. Imtiaz, A.D. Sarwate, Distributed Differentially-Private Algorithms for Matrix and Tensor Factorization, IEEE Journal of Selected Topics in Signal Processing 12(6): pp. 1449–1464, December 2018. [BibTeX entry] [Local/OA version]
- K. Kalantari, L. Sankar, A.D. Sarwate, Robust Privacy-Utility Tradeoffs under Differential Privacy and Hamming Distortion, IEEE Transactions on Information Forensics and Security 13(11): pp. 2816–2830, November 2018. [BibTeX entry] [Local/OA version]
- Z. Shakeri, A.D. Sarwate, W.U. Bajwa, Identifiability of Kronecker-Structured Dictionaries for Tensor Data, IEEE Journal of Selected Topics in Signal Processing 12(5): pp. 1047–1062, October 2018. [BibTeX entry] [Local/OA version]
- A. Lalitha, T. Javidi, A.D. Sarwate, Social Learning and Distributed Hypothesis Testing, IEEE Transactions on Information Theory 64(9): pp. 6161–6179, September 2018. [BibTeX entry] [Local/OA version]
- Z. Shakeri, W.U. Bajwa, A.D. Sarwate, Minimax Lower Bounds on Dictionary Learning for Tensor Data, IEEE Transactions on Information Theory 64(4): pp. 2706–2726, April 2018. [BibTeX entry] [Local/OA version]
- A. Bijral, A.D. Sarwate, N. Srebro, Data Dependent Convergence For Consensus Stochastic Optimization, IEEE Transactions on Automatic Control 62(9): pp. 4483–4498, September 2017. [BibTeX entry] [Local/OA version]
- J. Ming, E. Verner, A. Sarwate, R. Kelly, C. Reed, T. Kahleck, R. Silva, S. Panta, J. Turner, S. Plis, V. Calhoun, COINSTAC: Decentralizing the future of brain imaging analysis, F1000Research 6(1512): August 2017. [BibTeX entry] [Local/OA version]
- N.D. Goldstein, A.D. Sarwate, Privacy, security, and the public health researcher in the era of electronic health record research, Online Journal of Public Health Informatics 8(3): pp. e207, December 2016. [BibTeX entry] [Local/OA version]
- S. Plis, A.D. Sarwate, D. Wood, C. Dieringer, D. Landis, C. Reed, S.R. Panta, J.A. Turner, J.M. Shoemaker, K.W. Carter, P. Thompson, K. Hutchison, V.D. Calhoun, COINSTAC: A Privacy Enabled Model and Prototype for Leveraging and Processing Decentralized Brain Imaging Data, Frontiers in Neuroscience 10(365): August 2016. [BibTeX entry] [Local/OA version]
- C. Huang, L. Sankar, A.D. Sarwate, Designing Incentive Schemes For Privacy-Sensitive Users, Journal of Privacy and Confidentiality 7(1): pp. 99–127, March 2016. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, T. Javidi, Distributed Learning of Distributions via Social Sampling, IEEE Transactions on Automatic Control 60(1): pp. 34–45, January 2015. [BibTeX entry] [Local/OA version]
- N.P. Santhanam, A.D. Sarwate, J.O. Woo, Redundancy of Exchangeable Estimators, Entropy 16(10): pp. 5339–5357, October 2014. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, S.M. Plis, J.A. Turner, M.R. Arbabshirani, V.D. Calhoun, Sharing privacy-sensitive access to neuroimaging and genetics data: a review and preliminary validation, Frontiers in Neuroinformatics 8(35): April 2014. [BibTeX entry] [Local/OA version]
- K. Chaudhuri, A.D. Sarwate, K. Sinha, A Near-Optimal Algorithm for Differentially-Private Principal Components, Journal of Machine Learning Research 14: pp. 2905–2943, September 2013. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, K. Chaudhuri, Signal processing and machine learning with differential privacy: theory, algorithms, and challenges, IEEE Signal Processing Magazine 30(5): pp. 86–94, September 2013. [BibTeX entry] [Local/OA version]
- X. Jiang, A.D. Sarwate, L. Ohno-Machado, Privacy Technology to Share Data for Comparative Effectiveness Research : a systematic review, Medical Care 51(8 Suppl. 3): pp. S58–S65, August 2013. [BibTeX entry] [Local/OA version]
- B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Upper Bounds on the Capacity of Binary Channels with Causal Adversaries, IEEE Transactions on Information Theory 59(6): pp. 3753–3763, June 2013. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, S. Checkoway, H. Shacham, Risk-Limiting Audits and the Margin of Victory in Nonplurality Elections, Statistics, Politics and Policy 3(3): pp. 29–64, December 2012. [BibTeX entry] [Local/OA version]
- S.A. Vinterbo, A.D. Sarwate, A. Boxwala, Protecting Count Queries in Study Design, Journal of the American Medical Informatics Association 19(5): pp. 750–757, September 2012. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, M. Gastpar, List-Decoding for the Arbitrarily Varying Channel Under State Constraints, IEEE Transactions on Information Theory 58(3): pp. 1372–1384, March 2012. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, A.G. Dimakis, The Impact of Mobility on Gossip Algorithms, IEEE Transactions on Information Theory 58(3): pp. 1731–1742, March 2012. [BibTeX entry] [Local/OA version]
- K. Chaudhuri, C. Monteleoni, A.D. Sarwate, Differentially private empirical risk minimization, Journal of Machine Learning Research 12: pp. 1069–1109, March 2011. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, M. Gastpar, A little feedback can simplify sensor network cooperation, IEEE Journal of Selected Areas in Communication 28(7): pp. 1159–1168, September 2010. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, M. Gastpar, Rateless codes for AVC models, IEEE Transactions on Information Theory 56(7): pp. 3105–3114, July 2010. [BibTeX entry] [Local/OA version]
- K. Eswaran, A.D. Sarwate, A. Sahai, M. Gastpar, Zero-rate feedback can achieve the empirical capacity, IEEE Transactions on Information Theory 56(1): pp. 25–39, January 2010. [BibTeX entry] [Local/OA version]
- T.C. Aysal, M.E. Yildiz, A.D. Sarwate, A. Scaglione, Broadcast Gossip Algorithms for Consensus, IEEE Transactions on Signal Processing 57(7): pp. 2748–2761, July 2009. [BibTeX entry] [Local/OA version]
- A.G. Dimakis, A.D. Sarwate, M.J. Wainwright, Geographic Gossip: Efficient Averaging for Sensor Networks, IEEE Transactions on Signal Processing 56(3): pp. 1205–1215, March 2008. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, V. Anantharam, Exact emulation of a priority queue with a switch and delay lines, Queuing Systems : Theory and Applications 53(3): pp. 115–125, July 2006. [BibTeX entry] [Local/OA version]

Book Chapters

- Z. Shakeri, A.D. Sarwate, W.U. Bajwa, Sample Complexity Bounds for Dictionary Learning from Vector- and Tensor-valued Data, in Information-Theoretic Methods in Data Science, Ed. M. Rodrigues, Y.C. Eldar, to appear, 2019. [BibTeX entry]

Extended Conference Papers

- T. Li, B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Quadratically Constrained Channels with Causal Adversaries, ArXiV report number arXiv:1805.03319 [cs.IT], May, 2018. [BibTeX entry]
- Y. Zhang, S. Vatedka, S. Jaggi, A. Sarwate, Quadratically Constrained Myopic Adversarial Channels, ArXiV report number arXiv:1801.05951 [cs.IT], January, 2018. [BibTeX entry]
- S. Song, K. Chaudhuri, A.D. Sarwate, Learning from Data with Heterogeneous Noise using SGD, ArXiV report number arXiv:1412.5617 [cs.LG], December, 2014. [BibTeX entry]
- A. Chatterjee, A.D. Sarwate, S. Vishwanath, Generalized Opinion Dynamics from Local Optimization Rules, ArXiV report number arXiv:1409.7614 [math.DS], September, 2014. [BibTeX entry]
- S. Sabato, A.D. Sarwate, N. Srebro, Auditing: Active Learning with Outcome-Dependent Query Costs, ArXiV report number arXiv:1306.2347 [cs.LG], June, 2013. [BibTeX entry]

Conference Papers

- A. Rezaie, J. Gao, A. Sarwate, Influencers and the Giant Component: the Fundamental Hardness in Privacy Protection for Socially Contagious Attributes, SIAM International Conference on Data Mining, , April 2021. [BibTeX entry]
- A.J. Budkuley, B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, C. Wang, Symmetrizability for Myopic AVCs, Proceedings of the 2020 IEEE International Symposium on Information Theory (ISIT), , 21–26 June 2020. [BibTeX entry]
- M. Ghassemi, Z. Shakeri, W.U. Bajwa, A.D. Sarwate, Sample Complexity Bounds for Low-Separation-Rank Dictionary Learning, Proceedings of the 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, 7–12 July 2019. [BibTeX entry]
- B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, C. Wang, The Interplay of Causality and Myopia in Adversarial Channel Models, Proceedings of the 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, 7–12 July 2019. [BibTeX entry]
- H. Imtiaz, A.D. Sarwate, Distributed Differentially Private Canonical Correlation Analysis, Proceedings of the 44th IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Brighton, UK, pp. 3112–3116, 12–17 May 2019. [BibTeX entry]
- K. Nikolakakis, D. Kalogerias, A.D. Sarwate, Learning Tree Structures from Noisy Data, in Proceedings of the Twenty-Second International Conference on Artificial Intelligence and Statistics (AISTATS), Ed. K. Chaudhuri, R. Salakhutdinov Vol. 89, pp. 1771–1782, 16–18 April 2019. [BibTeX entry] [Local/OA version]
- G.R. Kurri, V.M. Prabhakaran, A.D. Sarwate, Coordination Using Individually Shared Randomness, Proceedings of the 2018 IEEE International Symposium on Information Theory (ISIT), Vail, Colorado, USA, pp. 2550–2554, 17–22 June 2018. [BibTeX entry]
- T. Li, B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Quadratically Constrained Channels with Causal Adversaries, Proceedings of the 2018 IEEE International Symposium on Information Theory (ISIT), Vail, Colorado, USA, pp. 621–625, 17–22 June 2018. [BibTeX entry]
- Y. Zhang, S. Vatedka, S. Jaggi, A.D. Sarwate, Quadratically Constrained Myopic Adversarial Channels, Proceedings of the 2018 IEEE International Symposium on Information Theory (ISIT), Vail, Colorado, USA, pp. 611–615, 17–22 June 2018. [BibTeX entry]
- D. Bittner, A.D. Sarwate, R. Wright, Using Noisy Binary Search for Differentially Private Anomaly Detection, in Proceedings of the 2nd International Symposium on Cyber Security Cryptography and Machine Learning (CSCML), Ed. I. Dinur, S. Dolev, S. Lodha Vol. 10879, pp. 20–37, June 2018. [BibTeX entry]
- S. Xiong, A.D. Sarwate, N.B. Mandayam, Defending Against Packet-Size Side-Channel Attacks in IoT Networks, Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, pp. 2027–2031, 15–20 April 2018. [BibTeX entry]
- H. Imtiaz, A.D. Sarwate, Differentially Private Distributed Principal Component Analysis, Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, pp. 2206–2210, 15–20 April 2018. [BibTeX entry]
- M. Ghassemi, N. Goela, A.D. Sarwate, Global Optimality in Inductive Matrix Completion, Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, pp. 2226–2230, 15–20 April 2018. [BibTeX entry]
- H. Imtiaz, A.D. Sarwate, Improved Algorithms for Differentially Private Orthogonal Tensor Decomposition, Proceedings of the 43rd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Calgary, AB, Canada, pp. 2201–2205, 15–20 April 2018. [BibTeX entry]
- Z. Shakeri, A.D. Sarwate, W.U. Bajwa, Identification of Kronecker-structured dictionaries: An asymptotic analysis, Proceedings of the 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Curaçao, Netherlands Antilles, pp. 1–5, 10–13 December 2017. [BibTeX entry]
- M. Ghassemi, Z. Shakeri, A.D. Sarwate, W.U. Bajwa, STARK: Structured Dictionary Learning Through Rank-one Tensor Recovery, Proceedings of the 7th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Curaçao, Netherlands Antilles, pp. 1–5, 10–13 December 2017. [BibTeX entry]
- H. Imtiaz, A.D. Sarwate, Differentially Private Canonical Correlation Analysis, Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Montreal, QC, Canada, pp. 283 –287, 14–16 November 2017. [BibTeX entry]
- B. Liu, C. Wen, A.D. Sarwate, M.M. Dehnavi, A Unified Optimization Approach for Sparse Tensor Operations on GPUs, Proceedings of the 2017 IEEE International Conference on Cluster Computing (CLUSTER), Honolulu, HI, USA, pp. 47–57, 5–8 September 2017. [BibTeX entry]
- N. Wojtalewicz, R. Silva, V. Calhoun, A. Sarwate, S. Plis, Decentralized Independent Vector Analysis, Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, pp. 826–830, 5–9 March 2017. [BibTeX entry]
- Z. Shakeri, W.U. Bajwa, A.D. Sarwate, Sample Complexity Bounds for Dictionary Learning of Tensor Data, Proceedings of the 42nd IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), New Orleans, LA, USA, pp. 4501–4505, 5–9 March 2017. [BibTeX entry]
- L. Wei, A.D. Sarwate, J. Corander, A. Hero, V. Tarokh, Analysis of a Privacy-preserving PCA Algorithm using Random Matrix Theory, Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Washington, DC, USA, pp. 1335–1339, 7–9 December 2016. [BibTeX entry]
- M. Ghassemi, A.D. Sarwate, R. Wright, Differentially Private Online Active Learning with Applications to Anomaly Detection, Proceedings of the 9th ACM Workshop on Artificial Intelligence and Security (AISec), Vienna, Austria, pp. 117–128, 28 October 2016. [BibTeX entry]
- A. Bijral, A.D. Sarwate, N. Srebro, Data-Dependent Bounds on Network Gradient Descent, Proceedings of the 54th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, pp. 869–874, 27–30 September 2016. [BibTeX entry]
- B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, A bit of delay is sufficient and stochastic encoding is necessary to overcome online adversarial erasures, Proceedings of the 2016 IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, pp. 880–884, 10–15 July 2016. [BibTeX entry]
- Z. Shakeri, W.U. Bajwa, A.D. Sarwate, Minimax Lower Bounds for Kronecker-Structured Dictionary Learning, Proceedings of the 2016 IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, pp. 1148–1152, 10–15 July 2016. [BibTeX entry]
- K. Kalantari, L. Sankar, A.D. Sarwate, Optimal Differential Privacy Mechanisms under Hamming Distortion for Structured Source Classes, Proceedings of the 2016 IEEE International Symposium on Information Theory (ISIT), Barcelona, Spain, pp. 2069–2073, 10–15 July 2016. [BibTeX entry]
- L. Xie, S.M. Plis, A. Sarwate, Data Weighted Ensemble Learning for Privacy-Preserving Distributed Learning, Proceedings of the 2006 International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, pp. 2309–2313, 20–25 March 2016. [BibTeX entry]
- H. Imtiaz, R. Silva, B. Baker, S.M. Plis, A.D. Sarwate, V.D. Calhoun, Privacy-preserving source separation for distributed data using independent component analysis, Proceedings of the 2016 Annual Conference on Information Science and Systems (CISS), Princeton, NJ, USA, pp. 123–127, 16–18 March 2016. [BibTeX entry]
- S. Xiong, A.D. Sarwate, N.B. Mandayam, Randomized Requantization with Local Differential Privacy, Proceedings of the 2016 International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, pp. 2189–2193, 20–25 March 2016. [BibTeX entry]
- H. Imtiaz, A.D. Sarwate, Symmetric Matrix Perturbation for Differentially-Private Principal Component Analysis, Proceedings of the 2016 International Conference on Acoustics, Speech and Signal Processing (ICASSP), Shanghai, China, pp. 2339–2343, March 2016. [BibTeX entry] [Local/OA version]
- A. Chatterjee, A.D. Sarwate, S. Vishwanath, Generalized Opinion Dynamics from Local Optimization Rules, Proceedings of the 49th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, pp. 1075–1079, 8–11 November 2015. [BibTeX entry]
- C. Huang, L. Sankar, A.D. Sarwate, Incentive Schemes For Privacy-Sensitive Consumers, in Decision and Game Theory for Security, Ed. M.H.R. Khouzani, E. Panaousis, G. Theodorakopoulos No. 9406, pp. 358–369, November 2015. [BibTeX entry] [Local/OA version]
- M. Ghassemi, A.D. Sarwate, Distributed Proportional Stochastic Coordinate Descent with Social Sampling, Proceedings of the 53rd Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, pp. 17–24, 29 September–2 October 2015. [BibTeX entry]
- B. Baker, R. Silva, V.D. Calhoun, A.D. Sarwate, S. Plis, Large scale collaboration with autonomy: decentralized data ICA, Proceedings of the IEEE International Workshop on Machine Learning For Signal Processing (MLSP), Boston, MA, USA, pp. 1–6, 17–20 September 2015. [BibTeX entry]
- T. Wu, A.D. Sarwate, W.U. Bajwa, Active dictionary learning for image representation, in Unmanned Systems Technology XVII, Ed. R.E. Karlsen, D.W. Gage, C.M. Shoemaker, G.R. Gerhart Vol. 9468 No. 946809, pp. 1–10, May 22 2015. [BibTeX entry] [Local/OA version]
- S. Song, K. Chaudhuri, A.D. Sarwate, Learning from Data with Heterogeneous Noise using SGD, in Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics (AISTATS), Ed. G. Lebanon, S.V.N. Vishwanathan Vol. 38, pp. 894–902, 09–12 May 2015. [BibTeX entry]
- V.K. Potluru, J. Diaz-Montes, A.D. Sarwate, S.M. Plis, V.D. Calhoun, B.A. Pearlmutter, M. Parashar, CometCloudCare ($C^3$): Distributed Machine Learning Platform-as-a-Service with Privacy Preservation, NIPS 2014 Workshop on Distributed Machine Learning and Matrix Computations, Montreal, Canada, pp. 1–9, 12 December 2014. [BibTeX entry]
- A.D. Sarwate, L. Sankar, A Rate-Disortion [sic] Perspective on Local Differential Privacy, Proceedings of the 52nd Annual Allerton Conference on Communication, Control and Computation, Monticello, IL, USA, 30 September–3 October 2014. [BibTeX entry] [Local/OA version]
- K.I. Tsianos, A.D. Sarwate, M.G. Rabbat, Tradeoffs For Task Parallelization In Distributed Optimization, Proceedings of the IEEE International Workshop on Machine Learning For Signal Processing (MLSP), Reims, France, pp. 1–6, 21–24 September 2014. [BibTeX entry] [Local/OA version]
- F. Orabona, T. Hazan, A.D. Sarwate, T. Jaakkola, On Measure Concentration of Random Maximum A-Posteriori Perturbations, in Proceedings of the 31st International Conference on Machine Learning (ICML), Ed. E.P. Xing, T. Jebara Vol. 32, pp. 432–440, June 2014. [BibTeX entry] [Local/OA version]
- A. Lalitha, A.D. Sarwate, T. Javidi, Social Learning and Distributed Hypothesis Testing, Proceedings of the 2014 IEEE International Symposium on Information Theory (ISIT), Honolulu, HI, USA, pp. 551–555, 29 June–4 July 2014. [BibTeX entry] [Local/OA version]
- S. Plis, A. Sarwate, J. Turner, M. Arbabshirani, V. Calhoun, From Private Sites to Big Data Without Compromising Privacy: A Case of Neuroimaging Data Classification, in International Society For Pharmacoeconomics and Outcomes Research (ISPOR) 19th Annual International Meeting, Ed. Vol. 17, pp. 3, May 2014. [BibTeX entry]
- S. Sabato, A.D. Sarwate, N. Srebro, Auditing: Active Learning with Outcome-Dependent Query Costs, in Advances in Neural Information Processing Systems (NIPS) 26, Ed. C.J.C. Burges, L. Bottou, M. Welling, Z. Ghahramani, K.Q. Weinberger, pp. 512–520, December 2013. [BibTeX entry] [Local/OA version]
- S. Song, K. Chaudhuri, A.D. Sarwate, Stochastic Gradient Descent with Differentially Private Updates, Proceedings of the 2013 Global Conference on Signal and Information Processing (GlobalSIP), Austin, TX, USA, pp. 245–248, 3–5 December 2013. [BibTeX entry] [Local/OA version]
- V.M. Prabhakaran, A.D. Sarwate, Assisted Sampling of Correlated Sources, Proceedings of the 2013 IEEE International Symposium on Information Theory (ISIT), Istanbul, Turkey, pp. 3155–3159, 7–12 July 2013. [BibTeX entry] [Local/OA version]
- K. Chaudhuri, A.D. Sarwate, K. Sinha, Near-optimal Differentially Private Principal Components, in Advances in Neural Information Processing Systems (NIPS) 25, Ed. P. Bartlett, F.C.N. Pereira, C.J.C. Burges, L. Bottou, K.Q. Weinberger, pp. 989–997, December 2012. [BibTeX entry]
- A.D. Sarwate, Merging Opinions by Social Sampling of Posteriors, Proceedings of the 50th Annual Allerton Conference on Communication, Control and Computation, Monticello, IL, USA, pp. 379–385, 1–5 October 2012. [BibTeX entry]
- A.D. Sarwate, An AVC perspective on correlated jamming, Proceedings of the International Conference on Signal Processing and Communications (SPCOM), Bangalore, India, pp. 1–5, 22–25 July 2012. [BibTeX entry]
- B.K. Dey, S. Jaggi, M. Langberg, A.D. Sarwate, Improved Upper Bounds on the Capacity of Binary Channels with Causal Adversaries, Proceedings of the 2012 IEEE International Symposium on Information Theory (ISIT), Cambridge, MA, USA, pp. 681–685, 1–6 July 2012. [BibTeX entry]
- A.D. Sarwate, T. Javidi, Distributed learning from social sampling, Proceedings of the 46th Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, 21–23 March 2012. [BibTeX entry]
- A.D. Sarwate, T. Javidi, Opinion Dynamics and Distributed Learning of Distributions, Proceedings of the 49th Annual Allerton Conference on Communication, Control and Computation, Monticello, IL, USA, pp. 1151–1158, 28–30 September 2011. [BibTeX entry]
- S.A. Vinterbo, A.D. Sarwate, A. Boxwala, Protecting Count Queries in Cohort Identification, Proceedings of the 2011 AMIA Summit on Clinical Research Informatics, San Francisco, CA, USA, pp. 1–1, 7–9 March 2011. [BibTeX entry]
- M. Wigger, A.D. Sarwate, Linear Strategies for the Gaussian MAC With User Cooperation, Proceedings of the 48th Annual Allerton Conference on Communication, Control and Computation, Monticello, IL, USA, pp. 1046–1053, 29 September–1 October 2010. [BibTeX entry]
- N.P. Santhanam, M. Madiman, A.D. Sarwate, Redundancy of exchangeable estimators, Proceedings of the 48th Annual Allerton Conference on Communication, Control, and Computing, Monticello, IL, USA, pp. 1153–1157, 29 September–1 October 2010. [BibTeX entry]
- A.D. Sarwate, Coding against myopic adversaries, Proceedings of the 2010 Information Theory Workshop (ITW), Dublin, Ireland, pp. 1–5, 30 August–3 September 2010. [BibTeX entry]
- S. Checkoway, A. Sarwate, H. Shacham, Single-Ballot Risk-Limiting Audits Using Convex Optimization, Proceedings of the 2010 Electronic Voting Technology Workshop/Workshop on Trustworthy Elections (EVT/WOTE), Washington, DC, USA, pp. 1–15, 9–10 August 2010. [BibTeX entry] [Local/OA version]
- B.K. Dey, M. Langberg, S. Jaggi, A.D. Sarwate, Coding against delayed adversaries, Proceedings of the 2010 IEEE International Symposium on Information Theory (ISIT), Austin, Texas, USA, pp. 285–289, 13–18 June 2010. [BibTeX entry]
- A.D. Sarwate, A.G. Dimakis, Gossip and consensus in mobile networks, Proceedings of the Third International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), Aruba, Duch Antilles, pp. 57–60, 13–16 December 2009. [BibTeX entry]
- T.C. Aysal, A.D. Sarwate, A.G. Dimakis, Reaching consensus in wireless networks with probabilistic broadcast, Proceedings of the 47th Annual Allerton Conference on Communication, Control, and Computation, Monticello, IL, USA, pp. 732–739, 30 September–2 October 2009. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Some observations on limited feedback for multiaccess channels, Proceedings of the 2009 IEEE International Symposium on Information Theory (ISIT), Seoul, South Korea, 28 June–3 July 2009. [BibTeX entry]
- A.D. Sarwate, A.G. Dimakis, The Impact of Mobility on Gossip Algorithms, Proceedings of the 28th Annual International Conference on Computer Communications (INFOCOM), Rio de Janeiro, Brazil, pp. 2088–2096, 19–25 April 2009. [BibTeX entry]
- T.C. Aysal, M.E. Yildiz, A.D. Sarwate, A. Scaglione, Broadcast Gossip Algorithms: Design and Analysis for Consensus, Proceedings of the 47th IEEE Conference on Decision and Control (CDC), Cancún, Mexico, pp. 4843–4848, 9–11 December 2008. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Arbitrarily dirty paper coding and applications, Proceedings of the 2008 IEEE International Symposium on Information Theory (ISIT), Toronto, Canada, pp. 925–929, 6–11 July 2008. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Adversarial interference models for multiantenna cooperative systems, Proceedings of the 42nd Annual Conference on Information Sciences and Systems (CISS), Princeton, NJ, USA, pp. 785–790, 19–21 March 2008. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, M. Gastpar, Rateless coding with partial CSI at the decoder, Proceedings of the 2007 Information Theory Workshop (ITW), Lake Tahoe, CA, USA, pp. 378–383, 2–6 September 2007. [BibTeX entry]
- A.D. Sarwate, B. Nazer, M. Gastpar, Spatial filtering in sensor networks using computation codes, Proceedings of the 2007 IEEE Statistical Signal Processing Workshop (SSP), Madison, WI, USA, pp. 635–639, 26–29 August 2007. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, M. Gastpar, Channels with nosy "noise", Proceedings of the 2007 IEEE International Symposium on Information Theory (ISIT), Nice, France, pp. 996–1000, 24–29 June 2007. [BibTeX entry]
- K. Eswaran, A.D. Sarwate, A. Sahai, M. Gastpar, Using zero-rate feedback on binary additive channels with individual noise sequences, Proceedings of the 2007 IEEE International Symposium on Information Theory (ISIT), Nice, France, pp. 1431–1435, 24–29 June 2007. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Randomization for robust communication in networks, or "Brother, can you spare a bit?", Proceedings of the 44th Annual Allerton Conference on Communication, Control and Computation, Monticello, IL, USA, pp. 978–976, 27–29 September 2006. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Randomization bounds on Gaussian arbitrarily varying channels, Proceedings of the 2006 IEEE International Symposium on Information Theory (ISIT), Seattle, WA, USA, pp. 2161–2165, 9–14 July 2006. [BibTeX entry]
- A.D.G. Dimakis, A.D. Sarwate, M.J. Wainwright, Geographic Gossip : Efficient Aggregation for Sensor Networks, 5th International Symposium on Information Processing in Sensor Networks (IPSN), Nashville, TN, USA, pp. 69–76, 19–21 April 2006. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Fading observation alignment via feedback, Proceedings of the Fourth International Symposium on Information Processing in Sensor Networks (IPSN), Los Angeles, CA, USA, pp. 317–323, 15 April 2005. [BibTeX entry]
- A.D. Sarwate, M. Gastpar, Estimation from Misaligned Observations with Limited Feedback, Proceedings of the 39th Conference on Information Sciences and Systems (CISS), Baltimore, MD, USA, pp. 1–6, March 2005. [BibTeX entry]

Theses

- A.D. Sarwate, Robust and adaptive communication under uncertain interference, PhD Thesis, University of California, Berkeley, July, 2008. [BibTeX entry] [Local/OA version]
- A.D. Sarwate, Observation Uncertainty in Gaussian Sensor Networks, Masters Thesis, University of California, Berkeley, December, 2005. [BibTeX entry] [Local/OA version]
- A. Sarwate, Longest Increasing Subsequences and Random Matrices, MIT Undergraduate Journal of Mathematics 4: pp. 157–166, 2002. [BibTeX entry] [Local/OA version]