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Yash Deshpande
Yash Deshpande
Member of Research Staff, Voleon (Typical Set, LLC)
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Asymptotic mutual information for the balanced binary stochastic block model
Y Deshpande, E Abbe, A Montanari
Information and Inference: A Journal of the IMA 6 (2), 125-170, 2017
190*2017
Information-theoretically optimal sparse PCA
Y Deshpande, A Montanari
2014 IEEE International Symposium on Information Theory, 2197-2201, 2014
1532014
Finding Hidden Cliques of Size in Nearly Linear Time
Y Deshpande, A Montanari
Foundations of Computational Mathematics 15, 1069-1128, 2015
1502015
Contextual stochastic block models
Y Deshpande, S Sen, A Montanari, E Mossel
Advances in Neural Information Processing Systems 31, 2018
1462018
Sparse PCA via covariance thresholding
Y Deshp, A Montanari
Journal of Machine Learning Research 17 (141), 1-41, 2016
1272016
Improved sum-of-squares lower bounds for hidden clique and hidden submatrix problems
Y Deshpande, A Montanari
Conference on Learning Theory, 523-562, 2015
942015
Linear bandits in high dimension and recommendation systems
Y Deshpande, A Montanari
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
762012
Accurate inference for adaptive linear models
Y Deshpande, L Mackey, V Syrgkanis, M Taddy
International Conference on Machine Learning, 1194-1203, 2018
732018
Cone-constrained principal component analysis
Y Deshpande, A Montanari, E Richard
Advances in Neural Information Processing Systems 27, 2014
432014
Online debiasing for adaptively collected high-dimensional data with applications to time series analysis
Y Deshpande, A Javanmard, M Mehrabi
Journal of the American Statistical Association, 1-14, 2021
36*2021
Inference in graphical models via semidefinite programming hierarchies
MA Erdogdu, Y Deshpande, A Montanari
Advances in Neural Information Processing Systems 30, 2017
302017
The threshold for SDP-refutation of random regular NAE-3SAT
Y Deshpande, A Montanari, R O'Donnell, T Schramm, S Sen
Proceedings of the Thirtieth Annual ACM-SIAM Symposium on Discrete …, 2019
242019
Near-optimal inference in adaptive linear regression
K Khamaru, Y Deshpande, L Mackey, MJ Wainwright
arXiv preprint arXiv:2107.02266, 2021
172021
On the sum capacity of multiaccess block-fading channels with individual side information
Y Deshpande, SRB Pillai, BK Dey
2011 IEEE Information Theory Workshop, 588-592, 2011
142011
Pooled sample testing for SARS-CoV-2
P Bertolotti, B Deaner, Y Deshpande, D Hughes, A Abadie
22020
Double Precision Sparse Matrix Vector Multiplication Accelerator on FPGA.
S Attarde, S Joshi, Y Deshpande, S Puranik, SB Patkar
PECCS, 476-484, 2011
22011
Agreement and Statistical Efficiency in Bayesian Perception Models
Y Deshpande, E Mossel, Y Sohn
arXiv preprint arXiv:2205.11561, 2022
2022
Computational Limits in Statistical Estimation: Hidden Clique and Related Problems
Y Deshpande
Stanford University, 2016
2016
Power Controlled Adaptive Sum-Capacity of Fading MACs with Distributed CSI
SRB Pillai, BK Dey, Y Deshpande, K Iyer
arXiv preprint arXiv:1208.4777, 2012
2012
Supplement to “Cone-Constrained Principal Component Analysis”
Y Deshpande, A Montanari, E Richard
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