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8 Results
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Workshop
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LSGANs with Gradient Regularizers are Smooth High-dimensional Interpolators Siddarth Asokan · Chandra Seelamantula |
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Poster
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Wed 9:00 |
Global Linear and Local Superlinear Convergence of IRLS for Non-Smooth Robust Regression Liangzu Peng · Christian Kümmerle · Rene Vidal |
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Workshop
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Efficient Variational Gaussian Processes Initialization via Kernel-based Least Squares Fitting Xinran Zhu · David Bindel · Jacob Gardner |
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Poster
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Fused Orthogonal Alternating Least Squares for Tensor Clustering Jiacheng Wang · Dan Nicolae |
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Poster
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Thu 9:00 |
Implicit Regularization or Implicit Conditioning? Exact Risk Trajectories of SGD in High Dimensions Courtney Paquette · Elliot Paquette · Ben Adlam · Jeffrey Pennington |
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Poster
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Wed 9:00 |
Risk Bounds of Multi-Pass SGD for Least Squares in the Interpolation Regime Difan Zou · Jingfeng Wu · Vladimir Braverman · Quanquan Gu · Sham Kakade |
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Poster
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Thu 14:00 |
A Fast Scale-Invariant Algorithm for Non-negative Least Squares with Non-negative Data Jelena Diakonikolas · Chenghui Li · Swati Padmanabhan · Chaobing Song |
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Poster
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Tue 9:00 |
Theseus: A Library for Differentiable Nonlinear Optimization Luis Pineda · Taosha Fan · Maurizio Monge · Shobha Venkataraman · Paloma Sodhi · Ricky T. Q. Chen · Joseph Ortiz · Daniel DeTone · Austin Wang · Stuart Anderson · Jing Dong · Brandon Amos · Mustafa Mukadam |