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Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #40
Algorithmic Analysis and Statistical Estimation of SLOPE via Approximate Message Passing
In Algorithms -- Sparsity and Compressed Sensing
Zhiqi Bu · Jason Klusowski · Cynthia Rush · Weijie Su
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #41
Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors
In Algorithms -- Sparsity and Compressed Sensing
Gauri Jagatap · Chinmay Hegde
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #42
Block Coordinate Regularization by Denoising
In Algorithms -- Sparsity and Compressed Sensing
Yu Sun · Jiaming Liu · Ulugbek Kamilov
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #43
Handling correlated and repeated measurements with the smoothed multivariate square-root Lasso
In Algorithms -- Sparsity and Compressed Sensing
Quentin Bertrand · Mathurin Massias · Alexandre Gramfort · Joseph Salmon
[ Paper]  [ Poster]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #44
Efficiently Learning Fourier Sparse Set Functions
In Algorithms -- Sparsity and Compressed Sensing
Andisheh Amrollahi · Amir Zandieh · Michael Kapralov · Andreas Krause
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #45
Fast Sparse Group Lasso
In Algorithms -- Sparsity and Compressed Sensing
Yasutoshi Ida · Yasuhiro Fujiwara · Hisashi Kashima
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #46
Global Guarantees for Blind Demodulation with Generative Priors
In Algorithms -- Sparsity and Compressed Sensing
Paul Hand · Babhru Joshi
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #47
Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space
In Algorithms -- Sparsity and Compressed Sensing
Shuo Yang · Yanyao Shen · Sujay Sanghavi
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #48
Inverting Deep Generative models, One layer at a time
In Algorithms -- Sparsity and Compressed Sensing
Qi Lei · Ajil Jalal · Inderjit Dhillon · Alex Dimakis
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #49
Manifold denoising by Nonlinear Robust Principal Component Analysis
In Algorithms -- Sparsity and Compressed Sensing
He Lyu · Ningyu Sha · Shuyang Qin · Ming Yan · Yuying Xie · Rongrong Wang
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #50
Rethinking the CSC Model for Natural Images
In Algorithms -- Sparsity and Compressed Sensing
Dror Simon · Michael Elad
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #51
Sample Complexity of Learning Mixture of Sparse Linear Regressions
In Algorithms -- Sparsity and Compressed Sensing
Akshay Krishnamurthy · Arya Mazumdar · Andrew McGregor · Soumyabrata Pal
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #52
Sampling Sketches for Concave Sublinear Functions of Frequencies
In Algorithms -- Sparsity and Compressed Sensing
Edith Cohen · Ofir Geri
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #53
Screening Sinkhorn Algorithm for Regularized Optimal Transport
In Algorithms -- Sparsity and Compressed Sensing
Mokhtar Z. Alaya · Maxime Berar · Gilles Gasso · Alain Rakotomamonjy
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #54
Solving graph compression via optimal transport
In Algorithms -- Sparsity and Compressed Sensing
Vikas Garg · Tommi Jaakkola
[ Paper]  [ Slides] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #55
Superset Technique for Approximate Recovery in One-Bit Compressed Sensing
In Algorithms -- Sparsity and Compressed Sensing
Larkin Flodin · Venkata Gandikota · Arya Mazumdar
[ Paper]  [ Poster] 
Poster
Thu Dec 12 05:00 PM -- 07:00 PM (PST) @ East Exhibition Hall B + C #56
Universality in Learning from Linear Measurements
In Algorithms -- Sparsity and Compressed Sensing
Ehsan Abbasi · Fariborz Salehi · Babak Hassibi