Sujay Sanghavi
机构: Associate Professor, Electrical and Computer Engineering, University of Texas, Austin
主页: utexas.edu
每年引用次数
引用次数
引用: 10,774
H-指数: 46
I10-指数 : 82
出版物: 291
Alternating Minimization for Mixed Linear Regression
Constantine Caramanis , Sujay Sanghavi , Xinyang Yi
arXiv: Machine Learning
15
2013
Single Pass PCA of Matrix Products
Srinadh Bhojanapalli , Alexandros G. Dimakis , Sujay Sanghavi , Shanshan Wu
arXiv: Machine Learning
2016
Preference Completion: Large-scale Collaborative Ranking from Pairwise Comparisons
Joe Neeman , Inderjit S. Dhillon , Sujay Sanghavi , Dohyung Park
arXiv: Machine Learning
31
2015
Serving Content with Unknown Demand:the High-Dimensional Regime
Sanjay Shakkottai , Sujay Sanghavi , Javad Ghaderi , Sharayu Moharir
arXiv: Networking and Internet Architecture
3
2014
Convergence Rates of Active Learning for Maximum Likelihood Estimation
Sham Kakade , Praneeth Netrapalli , Sujay Sanghavi , Kamalika Chaudhuri
arXiv: Learning
1
2015
Robust PCA via Outlier Pursuit
Constantine Caramanis , Sujay Sanghavi , Huan Xu
arXiv: Learning
62
2010
Gossiping with Multiple Messages
Laurent Massoulie , Sujay Sanghavi , Bruce Hajek
arXiv: Networking and Internet Architecture
2006
Learning a Compressed Sensing Measurement Matrix via Gradient Unrolling
Daniel Holtmann-Rice , Alexandros G. Dimakis , Sujay Sanghavi , Felix X. Yu
arXiv: Machine Learning
3
2018
Non-convex Robust PCA
U N Niranjan , Animashree Anandkumar , Praneeth Netrapalli , Sujay Sanghavi
arXiv: Information Theory
61
2014
Learning the Dependence Graph of Time Series with Latent Factors
Sujay Sanghavi , Ali Jalali
arXiv: Learning
3
2011
Equivalence of LP Relaxation and Max-Product for Weighted Matching in General Graphs
Sujay Sanghavi
arXiv: Information Theory
2007
Clustering Partially Observed Graphs via Convex Optimization
Sujay Sanghavi , Ali Jalali , Huan Xu , Yudong Chen
arXiv: Learning
48
2011
Greedy Learning of Markov Network Structure
Sanjay Shakkottai , Praneeth Netrapalli , Sujay Sanghavi , Siddhartha Banerjee
arXiv: Machine Learning
1
2012
Robust Matrix Completion with Corrupted Columns
Constantine Caramanis , Sujay Sanghavi , Huan Xu , Yudong Chen
arXiv: Machine Learning
16
2011
Low-rank Matrix Completion using Alternating Minimization
Praneeth Netrapalli , Sujay Sanghavi , Prateek Jain
arXiv: Machine Learning
28
2012
Online Collaborative-Filtering on Graphs
Sanjay Shakkottai , Sujay Sanghavi , Siddhartha Banerjee
arXiv: Learning
2014
Matrix completion with column manipulation: Near-optimal sample-robustness-rank tradeoffs
Constantine Caramanis , Sujay Sanghavi , Huan Xu , Yudong Chen
arXiv: Machine Learning
4
2011
Searching for a Single Community in a Graph
Sanjay Shakkottai , Sujay Sanghavi , Avik Ray
arXiv: Social and Information Networks
2018
Constantine Caramanis Alan S. Willsky Praneeth Netrapalli Ali Jalali Huan Xu Anastasios Kyrillidis Yudong Chen Inderjit S. Dhillon Prateek Jain Dohyung Park Srinadh Bhojanapalli Pablo A. Parrilo Dmitry Malioutov Yanyao Shen Bruce Hajek Pradeep Ravikumar Alexandros G Dimakis Rachel Ward R. Srikant Devavrat Shah