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Poster
Thu 10:45 Statistical-Computational Tradeoff in Single Index Models
Lingxiao Wang · Zhuoran Yang · Zhaoran Wang
Poster
Tue 10:45 Selective Sampling-based Scalable Sparse Subspace Clustering
Shin Matsushima · Maria Brbic
Poster
Thu 17:00 Sampling Sketches for Concave Sublinear Functions of Frequencies
Edith Cohen · Ofir Geri
Poster
Thu 17:00 Block Coordinate Regularization by Denoising
Yu Sun · Jiaming Liu · Ulugbek Kamilov
Poster
Wed 10:45 Implicit Regularization for Optimal Sparse Recovery
Tomas Vaskevicius · Varun Kanade · Patrick Rebeschini
Poster
Thu 17:00 Superset Technique for Approximate Recovery in One-Bit Compressed Sensing
Larkin Flodin · Venkata Gandikota · Arya Mazumdar
Poster
Wed 17:00 Sparse Variational Inference: Bayesian Coresets from Scratch
Trevor Campbell · Boyan Beronov
Poster
Thu 17:00 Power analysis of knockoff filters for correlated designs
Jingbo Liu · Philippe Rigollet
Poster
Wed 10:45 First order expansion of convex regularized estimators
Pierre C Bellec · Arun Kuchibhotla
Poster
Thu 17:00 Interaction Hard Thresholding: Consistent Sparse Quadratic Regression in Sub-quadratic Time and Space
Shuo Yang · Yanyao Shen · Sujay Sanghavi
Poster
Tue 17:30 Blended Matching Pursuit
Cyrille Combettes · Sebastian Pokutta
Poster
Thu 17:00 Efficiently Learning Fourier Sparse Set Functions
Andisheh Amrollahi · Amir Zandieh · Michael Kapralov · Andreas Krause