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Poster
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Thu 8:30
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Minimizing Polarization and Disagreement in Social Networks via Link Recommendation
Liwang Zhu · Qi Bao · Zhongzhi Zhang
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Poster
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Thu 0:30
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An Analysis of Constant Step Size SGD in the Non-convex Regime: Asymptotic Normality and Bias
Lu Yu · Krishnakumar Balasubramanian · Stanislav Volgushev · Murat Erdogdu
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Poster
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Wed 16:30
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USCO-Solver: Solving Undetermined Stochastic Combinatorial Optimization Problems
Guangmo Tong
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Poster
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Thu 16:30
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Why Lottery Ticket Wins? A Theoretical Perspective of Sample Complexity on Sparse Neural Networks
Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen · Jinjun Xiong
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Poster
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Fri 8:30
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Towards Lower Bounds on the Depth of ReLU Neural Networks
Christoph Hertrich · Amitabh Basu · Marco Di Summa · Martin Skutella
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Poster
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Wed 16:30
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Rectangular Flows for Manifold Learning
Anthony Caterini · Gabriel Loaiza-Ganem · Geoff Pleiss · John Cunningham
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Poster
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Thu 8:30
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Label Disentanglement in Partition-based Extreme Multilabel Classification
Xuanqing Liu · Wei-Cheng Chang · Hsiang-Fu Yu · Cho-Jui Hsieh · Inderjit Dhillon
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Poster
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Tue 8:30
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Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature
Kefan Dong · Jiaqi Yang · Tengyu Ma
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Workshop
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DeepBO: Deep Neural-Network Bayesian Optimization of Polaritonic Metasurfaces in Continuous Space
Zihan Zhang · Kehang Cui · Jintao Chen
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Poster
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Wed 0:30
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On Joint Learning for Solving Placement and Routing in Chip Design
Ruoyu Cheng · Junchi Yan
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Poster
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Fri 8:30
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Analytic Study of Families of Spurious Minima in Two-Layer ReLU Neural Networks: A Tale of Symmetry II
Yossi Arjevani · Michael Field
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Workshop
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Factored couplings in multi-marginal optimal transport via difference of convex programming
Quang Huy TRAN · Hicham Janati · Ievgen Redko · Rémi Flamary · Nicolas Courty
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