- Sahand Negahban, Sewoong Oh, Devavrat Shah:
Iterative ranking from pair-wise comparisons. NIPS 2012: 2483-2491 - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
FASt global convergence of gradient methods for solving regularized M-estimation. SSP 2012: 409-412 - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Stochastic optimization and sparse statistical recovery: An optimal algorithm for high dimensions. CoRR abs/1207.4421 (2012) - Sahand Negahban, Benjamin I. P. Rubinstein, Jim Gemmell:
Scaling Multiple-Source Entity Resolution using Statistically Efficient Transfer Learning. CoRR abs/1208.1860 (2012) - Sahand Negahban, Sewoong Oh, Devavrat Shah:
Iterative Ranking from Pair-wise Comparisons. CoRR abs/1209.1688 (2012) - 2011
- Sahand N. Negahban, Martin J. Wainwright:
Simultaneous Support Recovery in High Dimensions: Benefits and Perils of Block 1/ INFINITY -Regularization. IEEE Trans. Inf. Theory 57(6): 3841-3863 (2011) - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. ICML 2011: 1129-1136 - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Noisy matrix decomposition via convex relaxation: Optimal rates in high dimensions. CoRR abs/1102.4807 (2011) - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Fast global convergence of gradient methods for high-dimensional statistical recovery. CoRR abs/1104.4824 (2011) - 2010
- Sahand N. Negahban, Martin J. Wainwright:
Estimation of (near) low-rank matrices with noise and high-dimensional scaling. ICML 2010: 823-830 - Alekh Agarwal, Sahand N. Negahban, Martin J. Wainwright:
Fast global convergence rates of gradient methods for high-dimensional statistical recovery. NIPS 2010: 37-45 - Sahand N. Negahban, Martin J. Wainwright:
Restricted strong convexity and weighted matrix completion: Optimal bounds with noise. CoRR abs/1009.2118 (2010) - Sahand N. Negahban, Pradeep Ravikumar, Martin J. Wainwright, Bin Yu:
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers. CoRR abs/1010.2731 (2010) - 2009
- Sahand N. Negahban, Pradeep Ravikumar, Martin J. Wainwright, Bin Yu:
A unified framework for high-dimensional analysis of $M$-estimators with decomposable regularizers. NIPS 2009: 1348-1356 - Sahand N. Negahban, Martin J. Wainwright:
Simultaneous support recovery in high dimensions: Benefits and perils of block l1/linfinity-regularization. CoRR abs/0905.0642 (2009) - 2008
- Sahand N. Negahban, Martin J. Wainwright:
Phase transitions for high-dimensional joint support recovery. NIPS 2008: 1161-1168