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Poster
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Thu 4:30
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Benign Overfitting in Two-Layer ReLU Convolutional Neural Networks for XOR Data
Xuran Meng · Difan Zou · Yuan Cao
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Poster
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Tue 4:30
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Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization
Mudit Gaur · Amrit Singh Bedi · Di Wang · Vaneet Aggarwal
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Poster
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Tue 4:30
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Benign Overfitting in Adversarial Training of Neural Networks
Yunjuan Wang · Kaibo Zhang · Raman Arora
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Oral
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Tue 8:00
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Provable Multi-Task Representation Learning by Two-Layer ReLU Neural Networks
Liam Collins · Hamed Hassani · Mahdi Soltanolkotabi · Aryan Mokhtari · Sanjay Shakkottai
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Poster
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Wed 2:30
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Graph Attention Retrospective
Kimon Fountoulakis · Amit Levi · Shenghao Yang · Aseem Baranwal · Aukosh Jagannath
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Oral
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Thu 1:45
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From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble
Qianlong Wen · Mingxuan Ju · Zhongyu Ouyang · Chuxu Zhang · Yanfang Ye
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Oral
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Tue 1:45
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EquiPocket: an E(3)-Equivariant Geometric Graph Neural Network for Ligand Binding Site Prediction
yang zhang · Zhewei Wei · Ye Yuan · Chongxuan Li · Wenbing Huang
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Oral
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Thu 2:00
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Parameterized Physics-informed Neural Networks for Parameterized PDEs
Woojin Cho · Minju Jo · Haksoo Lim · Kookjin Lee · Dongeun Lee · Sanghyun Hong · Noseong Park
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Poster
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Wed 4:30
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Delaunay Graph: Addressing Over-Squashing and Over-Smoothing Using Delaunay Triangulation
Hugo Attali · Davide Buscaldi · Nathalie Pernelle
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Poster
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Wed 4:30
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VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees
Anahita Baninajjar · Ahmed Rezine · Amir Aminifar
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Poster
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Thu 4:30
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Neural Networks Learn Statistics of Increasing Complexity
Nora Belrose · Quintin Pope · Lucia Quirke · Alex Mallen · Xiaoli Fern
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Poster
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Wed 4:30
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How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers
Gon Buzaglo · Itamar Harel · Mor Shpigel Nacson · Alon Brutzkus · Nati Srebro · Daniel Soudry
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