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Poster
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Tue 9:00 |
Fast OSCAR and OWL Regression via Safe Screening Rules Runxue Bao · Bin Gu · Heng Huang |
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Poster
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Thu 6:00 |
Multi-Agent Routing Value Iteration Network Quinlan Sykora · Mengye Ren · Raquel Urtasun |
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Poster
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Tue 7:00 |
Approximation Guarantees of Local Search Algorithms via Localizability of Set Functions Kaito Fujii |
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Poster
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Thu 17:00 |
On the Power of Compressed Sensing with Generative Models Akshay Kamath · Eric Price · Sushrut Karmalkar |
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Poster
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Thu 8:00 |
Generalized and Scalable Optimal Sparse Decision Trees Jimmy Lin · Chudi Zhong · Diane Hu · Cynthia Rudin · Margo Seltzer |
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Poster
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Thu 6:00 |
Stochastic Gauss-Newton Algorithms for Nonconvex Compositional Optimization Quoc Tran-Dinh · Nhan H Pham · Lam Nguyen |
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Poster
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Wed 8:00 |
Safe screening rules for L0-regression from Perspective Relaxations Alper Atamturk · Andres Gomez |
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Poster
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Tue 7:00 |
Fast Learning of Graph Neural Networks with Guaranteed Generalizability: One-hidden-layer Case shuai zhang · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong |
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Poster
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Tue 7:00 |
Self-Concordant Analysis of Frank-Wolfe Algorithms Pavel Dvurechenskii · Petr Ostroukhov · Kamil Safin · Shimrit Shtern · Mathias Staudigl |
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Poster
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Thu 6:00 |
Acceleration through spectral density estimation Fabian Pedregosa · Damien Scieur |
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Poster
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Thu 8:00 |
The Performance Analysis of Generalized Margin Maximizers on Separable Data Fariborz Salehi · Ehsan Abbasi · Babak Hassibi |
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Poster
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Tue 7:00 |
Dynamic Knapsack Optimization Towards Efficient Multi-Channel Sequential Advertising Xiaotian Hao · Zhaoqing Peng · Yi Ma · Guan Wang · Junqi Jin · Jianye Hao · Shan Chen · Rongquan Bai · Mingzhou Xie · Miao Xu · Zhenzhe Zheng · Chuan Yu · HAN LI · Jian Xu · Kun Gai |