Yash Deshpande
Yash Deshpande
Member of Research Staff, Voleon
Verifierad e-postadress på mit.edu - Startsida
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Finding Hidden Cliques of Size N / e in Nearly Linear Time
Y Deshpande, A Montanari
Foundations of Computational Mathematics 15 (4), 1069-1128, 2015
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
Information-theoretically optimal sparse PCA
Y Deshpande, A Montanari
2014 IEEE International Symposium on Information Theory, 2197-2201, 2014
Sparse PCA via covariance thresholding
Y Deshpande, A Montanari
NIPS, 334-342, 2014
Improved sum-of-squares lower bounds for hidden clique and hidden submatrix problems
Y Deshpande, A Montanari
Conference on Learning Theory, 523-562, 2015
Linear bandits in high dimension and recommendation systems
Y Deshpande, A Montanari
2012 50th Annual Allerton Conference on Communication, Control, and …, 2012
Cone-constrained principal component analysis
Y Deshpande, A Montanari, E Richard
Advances in Neural Information Processing Systems 27, 2717-2725, 2014
Contextual stochastic block models
Y Deshpande, A Montanari, E Mossel, S Sen
arXiv preprint arXiv:1807.09596, 2018
Accurate inference for adaptive linear models
Y Deshpande, L Mackey, V Syrgkanis, M Taddy
International Conference on Machine Learning, 1194-1203, 2018
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
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
Inference in graphical models via semidefinite programming hierarchies
MA Erdogdu, Y Deshpande, A Montanari
arXiv preprint arXiv:1709.06525, 2017
Online debiasing for adaptively collected high-dimensional data
Y Deshpande, A Javanmard, M Mehrabi
Preprint arXiv, 1911
Online Debiasing for Adaptively Collected High-dimensional Data with Applications to Time Series Analysis
Y Deshpande, A Javanmard, M Mehrabi
arXiv preprint arXiv:1911.01040, 2019
Computational Limits in Statistical Estimation: Hidden Clique and Related Problems
Y Deshpande
Stanford University, 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
Double Precision Sparse Matrix Vector Multiplication Accelerator on FPGA.
S Attarde, S Joshi, Y Deshpande, S Puranik, SB Patkar
PECCS, 476-484, 2011
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Artiklar 1–17