Nikhil S. Rao

Publication Activity (10 Years)

Years Active: 2011-2020
Publications (10 Years): 5

Top Topics

Greedy Algorithm

Short Text Classification

High Dimensions

Top Venues

IEEE Trans. Signal Process.

Publications

Kshitij Tayal, Nikhil S. Rao, Saurabh Agarwal, Xiaowei Jia, Karthik Subbian, Vipin Kumar
Regularized Graph Convolutional Networks for Short Text Classification. COLING (Industry) (2020)
Sriram Srinivasan, Nikhil S. Rao, Karthik Subbian, Lise Getoor
Identifying Facet Mismatches In Search Via Micrographs. CIKM (2019)
Ravi Ganti, Nikhil S. Rao, Laura Balzano, Rebecca Willett, Robert D. Nowak
On Learning High Dimensional Structured Single Index Models. AAAI (2017)
Nikhil S. Rao, Robert D. Nowak, Christopher R. Cox, Timothy T. Rogers
Classification With the Sparse Group Lasso. IEEE Trans. Signal Process. 64 (2) (2016)
Nikhil S. Rao, Ravi Ganti, Laura Balzano, Rebecca Willett, Robert D. Nowak
On Learning High Dimensional Structured Single Index Models. CoRR (2016)
Ravi Ganti, Nikhil S. Rao, Rebecca M. Willett, Robert D. Nowak
Learning Single Index Models in High Dimensions. CoRR (2015)
Nikhil S. Rao, Parikshit Shah, Stephen J. Wright
Forward-Backward Greedy Algorithms for Atomic Norm Regularization. IEEE Trans. Signal Process. 63 (21) (2015)
Parikshit Shah, Nikhil S. Rao, Gongguo Tang
Sparse and Low-Rank Tensor Decomposition. NIPS (2015)
Parikshit Shah, Nikhil S. Rao, Gongguo Tang
Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice. CoRR (2015)
Nikhil S. Rao, Parikshit Shah, Stephen J. Wright
Forward - Backward Greedy Algorithms for Atomic Norm Regularization. CoRR (2014)
Nikhil S. Rao, Robert D. Nowak, Christopher R. Cox, Timothy T. Rogers
Logistic Regression with Structured Sparsity. CoRR (2014)
Nikhil S. Rao, Parikshit Shah, Stephen J. Wright
Forward - Backward greedy algorithms for signal demixing. ACSSC (2014)
Nikhil S. Rao, Parikshit Shah, Stephen J. Wright, Robert D. Nowak
A greedy forward-backward algorithm for atomic norm constrained minimization. ICASSP (2013)
Nikhil S. Rao, Christopher R. Cox, Robert D. Nowak, Timothy T. Rogers
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis. NIPS (2013)
Nikhil S. Rao, Christopher R. Cox, Robert D. Nowak, Timothy T. Rogers
Sparse Overlapping Sets Lasso for Multitask Learning and its Application to fMRI Analysis. CoRR (2013)
Nikhil S. Rao, Fatih Porikli
A clustering approach to optimize online dictionary learning. ICASSP (2012)
Nikhil S. Rao, Robert D. Nowak
Correlated gaussian designs for compressive imaging. ICIP (2012)
Nikhil S. Rao, Ben Recht, Robert D. Nowak
Universal Measurement Bounds for Structured Sparse Signal Recovery. AISTATS (2012)
Nikhil S. Rao, Benjamin Recht, Robert D. Nowak
Tight Measurement Bounds for Exact Recovery of Structured Sparse Signals. CoRR (2011)
Nikhil S. Rao, Robert D. Nowak, Stephen J. Wright, Nick G. Kingsbury
Convex Approaches to Model Wavelet Sparsity Patterns CoRR (2011)
Nikhil S. Rao, Robert D. Nowak, Stephen J. Wright, Nick G. Kingsbury
Convex approaches to model wavelet sparsity patterns. ICIP (2011)