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
Learning with Latent Factors in Time Series
Sujay Sanghavi , Ali Jalali
2011
Convergence rates of active learning for maximum likelihood estimation
Kamalika Chaudhuri , Sham M Kakade , Praneeth Netrapalli , Sujay Sanghavi
neural information processing systems 28 1090 -1098
31
2015
Coherent Matrix Completion
Srinadh Bhojanapalli , Sujay Sanghavi , Rachel Ward , Yudong Chen
international conference on machine learning 674 -682
82
2014
Learning the Dependence Graph of Time Series with Latent Factors
Sujay Sanghavi , Ali Jalali
international conference on machine learning 619 -626
28
2012
Finding the Graph of Epidemic Cascades
Praneeth Netrapalli , Sujay Sanghavi
arXiv: Social and Information Networks 40 211 -222
16
2012
Tightness of LP via Max-product Belief Propagation
Sujay Sanghavi , Devavrat Shah
arXiv: Data Structures and Algorithms
9
2005
Completing Any Low-rank Matrix, Provably
Srinadh Bhojanapalli , Sujay Sanghavi , Rachel Ward , Yudong Chen
arXiv: Machine Learning
25
2013
A New Sampling Technique for Tensors.
Srinadh Bhojanapalli , Sujay Sanghavi
arXiv: Machine Learning
30
2015
Dropping Convexity for Faster Semi-definite Optimization
Srinadh Bhojanapalli , Sujay Sanghavi , Anastasios Kyrillidis
arXiv: Machine Learning
26
2015
The local convexity of solving systems of quadratic equations
Sujay Sanghavi , Rachel Ward , Chris D. White
arXiv: Numerical Analysis
39
2015
Tighter low-rank approximation via sampling the leveraged element
Srinadh Bhojanapalli , Sujay Sanghavi , Prateek Jain
symposium on discrete algorithms 902 -920
26
2015
A Dirty Model for Multiple Sparse Regression
Sujay Sanghavi , Ali Jalali , Pradeep Ravikumar
arXiv: Learning
3
2011
Clustering Partially Observed Graphs via Convex Optimization
Sujay Sanghavi , Ali Jalali , Huan Xu , Yudong Chen
international conference on machine learning 1001 -1008
77
2011
Robust PCA via Outlier Pursuit
Constantine Caramanis , Sujay Sanghavi , Huan Xu
neural information processing systems 23 2496 -2504
172
2010
Greedy Subspace Clustering
Constantine Caramanis , Sujay Sanghavi , Dohyung Park
neural information processing systems 27 2753 -2761
44
2014
A New Greedy Algorithm for Multiple Sparse Regression
Sujay Sanghavi , Ali Jalali
arXiv: Machine Learning
2012
Phase Retrieval using Alternating Minimization
Praneeth Netrapalli , Sujay Sanghavi , Prateek Jain
arXiv: Machine Learning
87
2013
Final Report for ARMY STIR Grant W911NF-10-1-0360: Inferring Implicit Human Social Network Structure from Multi-modal Data
Sanjay Shakkottai , Sujay Sanghavi
2013
The Local Convexity of Solving Quadratic Equations
Sujay Sanghavi , Rachel Ward , Chris D. White
10
2015
Rank-Sparsity Incoherence for Matrix Decomposition
Alan S. Willsky , Sujay Sanghavi , Pablo A. Parrilo , Venkat Chandrasekaran
Siam Journal on Control and Optimization
82
2011
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