Parikshit Shah – Publications
Papers and Preprints
- Online Ranking with Constraints
with A. Soni and T. Chevalier
KDD 2017.
- A Practical Exploration System for Search Advertising
with M. Yang, S. Alle, A. Ratnaparkhi, B. Shahshahani, R. Chandra
KDD 2017.
- Sketched Covariance Testing: A Compression-Statistics Tradeoff
with G. Dasarathy and R. Baraniuk
ISIT 2017.
- Causal Inference for Time-Series: A semidefinite programming approach
with V. Saligrama
Preprint.
- Optimal Low-Rank Tensor Recovery from Separable Measurements: Four Contractions Suffice
with N. Rao and G. Tang
Preprint.
- Sparse and Low-Rank Tensor Decomposition
with N. Rao and G. Tang
NIPS 2015.
- Gauranteed Tensor Decomposition: A Moment Approach
with G. Tang
ICML 2015.
- Relative Entropy Optimization and Its Applications
with V. Chandrasekaran
Mathematical Programming.
- Conditional Gradient with Enhancement and Truncation for Atomic-Norm Regularization
with N. Rao, S. Wright
NIPS Workshop on Greedy Algorithms, Frank-Wolfe and Friends 2013
- Sketching Sparse Covariance Matrices and Graphs
with G. Dasarathy, B. Bhaskar, and R. Nowak
NIPS Workshop on Randomized Methods in Machine Learning 2013
- A Greedy Forward Backward Algorithm for Atomic Norm Minimization
with N. Rao, S. Wright, and R. Nowak
ICASSP 2013
- Relative Entropy Relaxations for Signomial Programming
with V. Chandrasekaran
SIAM Journal on Optimization.
- Forward-Backward Greedy Algorithms for Atomic Norm Regularization
with N. Rao and S. Wright
IEEE Transactions on Signal Processing. [code]
- Conic Geometric Programming
with V. Chandrasekaran
Preprint.
- Sketching Sparse Matrices
with G. Dasarathy, B. Bhaskar, R. Nowak
IEEE Transactions on Information Theory
- Compressed Sensing Off the Grid
with G. Tang, B. Bhaskar, B. Recht
IEEE Transactions on Information Theory
- Group Symmetry and Covariance Regularization
with V. Chandrasekaran
Electronic Journal of Statistics Volume 6 (2012), 1600-1640.
- Linear System Identification via Atomic Norm Regularization
with B. Bhaskar, G. Tang, B. Recht
Preprint.
- Robust Line Spectral Estimation
with G. Tang, B. Bhaskar, B. Recht
Asilomar Conference on Signals, Systems and Computers 2014
- Forward-Backward Greedy Algorithms for Signal Demixing
with N. Rao, S. Wright
Asilomar Conference on Signals, Systems and Computers 2014 (Invited Paper)
- H_2-Optimal Decentralized Control over Posets: A State-Space Solution for State-Feedback
with P. A. Parrilo
IEEE Transactions on Automatic Control
- An Optimal Controller Architecture for Poset-Causal System
with P. A. Parrilo
Preprint.
- Polynomial Stochastic Games via Sum-of-Squares Programming
Preprint.
Approximate Analytical Criterion for Aircraft Wing-Rock Onset
with N. Ananthkrishnan, S. Unnikrishnan
Journal of Guidance, Control and Dynamics,, Vol. 27, No. 2, 2004, pp. 304-307.
- Relative Entropy Optimization and Applications
with V. Chandrasekaran
Allerton 2014
- Covariance Sketching
with G. Dasarathy, B. Bhaskar, R. Nowak
Allerton 2012
- Compressed Sensing Off the Grid
with G. Tang, B. Bhaskar, B. Recht
Allerton 2012
- Linear System Identification via Atomic Norm Regularization
with B. Bhaskar, G. Tang, B. Recht
CDC 2012,
- An Optimal Controller Architecture for Poset-Causal Systems
with P. A. Parrilo
CDC 2011
- Iterative Projections for Signal Identification on Manifolds
with V. Chandrasekaran
Allerton 2011
On the fully decentralized two-block H_2 model-matching problem with one-sided dynamics
with M. Kristalny
ACC 2011
A Convex Hull Approach to Sparse Representations for Exemplar-Based Speech Recognition
with T. Sainath, D. Nahamoo, D. Kanevsky, B. Ramabhadran
ASRU 2011 2010
Exemplar-Based Sparse Representation Phone Identification Features
with T. Sainath, D. Nahamoo, B. Ramabhadran, D. Kanevsky, V. Goel
ICASSP 2011
- $H_2$-Optimal Decentralized Control over Posets: A State-Space Solution for State-Feedback
with P. A. Parrilo
CDC 2010
- A Poset Framework to Model Decentralized Control Problem
with P. A. Parrilo
CDC 2009
- A Partial Order Approach to Decentralized Control of Spatially Invariant Systems
with P. A. Parrilo
Allerton 2008
- A Partial Order Approach to Decentralized Control
with P. A. Parrilo
CDC 2008
- Polynomial Stochastic Games via Sums-of-Squares
with P. A. Parrilo
CDC 2007
Analytical Criteria for Wing Rock Onset
with N. Ananthkrishnan, and S. Unnikrishnan
Atmospheric Flight Mechanics Conference 2003
Dissertation
- A Partial Order Approach to Decentralized Control
Ph.D. Dissertation, Massachusetts Institute of Technology, June 2011
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