Nikhil Rao
Title
Cited by
Cited by
Year
Collaborative filtering with graph information: Consistency and scalable methods
N Rao, HF Yu, PK Ravikumar, IS Dhillon
Advances in neural information processing systems 28, 2107-2115, 2015
1722015
Temporal regularized matrix factorization for high-dimensional time series prediction
HF Yu, N Rao, IS Dhillon
Advances in neural information processing systems 29, 847-855, 2016
1542016
Dynamic word embeddings for evolving semantic discovery
Z Yao, Y Sun, W Ding, N Rao, H Xiong
Proceedings of the eleventh acm international conference on web search and …, 2018
140*2018
Universal measurement bounds for structured sparse signal recovery
N Rao, B Recht, R Nowak
Artificial Intelligence and Statistics, 942-950, 2012
102*2012
Forward–backward greedy algorithms for atomic norm regularization
N Rao, P Shah, S Wright
IEEE Transactions on Signal Processing 63 (21), 5798-5811, 2015
712015
Convex approaches to model wavelet sparsity patterns
NS Rao, RD Nowak, SJ Wright, NG Kingsbury
2011 18th IEEE International Conference on Image Processing, 1917-1920, 2011
712011
Sparse overlapping sets lasso for multitask learning and its application to fmri analysis
N Rao, C Cox, R Nowak, TT Rogers
Advances in neural information processing systems 26, 2202-2210, 2013
672013
Classification with the sparse group lasso
N Rao, R Nowak, C Cox, T Rogers
IEEE Transactions on Signal Processing 64 (2), 448-463, 2015
522015
Goal-directed inductive matrix completion
S Si, KY Chiang, CJ Hsieh, N Rao, IS Dhillon
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
442016
Learning single index models in high dimensions
R Ganti, N Rao, RM Willett, R Nowak
arXiv preprint arXiv:1506.08910, 2015
272015
A clustering approach to optimize online dictionary learning
N Rao, F Porikli
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
212012
A sparse topic model for extracting aspect-specific summaries from online reviews
V Rakesh, W Ding, A Ahuja, N Rao, Y Sun, CK Reddy
Proceedings of the 2018 World Wide Web Conference, 1573-1582, 2018
172018
Sparse and low-rank tensor decomposition
P Shah, N Rao, G Tang
Advances in Neural Information Processing Systems 28, 2548-2556, 2015
172015
High-dimensional time series prediction with missing values
HF Yu, N Rao, IS Dhillon
arXiv preprint arXiv:1509.08333, 2015
162015
A greedy forward-backward algorithm for atomic norm constrained minimization
N Rao, P Shah, S Wright, R Nowak
2013 IEEE International Conference on Acoustics, Speech and Signal …, 2013
162013
Optimal low-rank tensor recovery from separable measurements: Four contractions suffice
P Shah, N Rao, G Tang
arXiv preprint arXiv:1505.04085, 2015
142015
A simple approach to learn polysemous word embeddings
Y Sun, N Rao, W Ding
arXiv preprint arXiv:1707.01793, 2017
122017
Conditional gradient with enhancement and truncation for atomic-norm regularization
N Rao, P Shah, S Wright
NIPS workshop on Greedy Algorithms, 2013
122013
Classification with sparse overlapping groups
N Rao, R Nowak, C Cox, T Rogers
arXiv preprint arXiv:1402.4512, 2014
11*2014
On learning high dimensional structured single index models
R Ganti, N Rao, L Balzano, R Willett, R Nowak
Proceedings of the AAAI Conference on Artificial Intelligence 31 (1), 2017
82017
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Articles 1–20