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