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286 Results
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Poster
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Thu 16:30 |
How Powerful are Shallow Neural Networks with Bandlimited Random Weights? Ming Li · Sho Sonoda · Feilong Cao · Yu Guang Wang · Jiye Liang |
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Poster
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Thu 13:30 |
Vertical Federated Graph Neural Network for Recommender System Peihua Mai · Yan (James) Pang |
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Poster
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Wed 14:00 |
LipsNet: A Smooth and Robust Neural Network with Adaptive Lipschitz Constant for High Accuracy Optimal Control Xujie Song · Jingliang Duan · Wenxuan Wang · Shengbo Li · Chen Chen · Bo Cheng · Bo Zhang · Junqing Wei · Xiaoming (Simon) Wang |
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Poster
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Thu 13:30 |
The Hessian perspective into the Nature of Convolutional Neural Networks Sidak Pal Singh · Thomas Hofmann · Bernhard Schölkopf |
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Poster
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Tue 17:00 |
Function-Space Regularization in Neural Networks: A Probabilistic Perspective Tim G. J. Rudner · Sanyam Kapoor · Shikai Qiu · Andrew Wilson |
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Poster
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Thu 16:30 |
Neural Network Approximations of PDEs Beyond Linearity: A Representational Perspective Tanya Marwah · Zachary Lipton · Jianfeng Lu · Andrej Risteski |
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Poster
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Thu 16:30 |
Streaming Active Learning with Deep Neural Networks Akanksha Saran · Safoora Yousefi · Akshay Krishnamurthy · John Langford · Jordan Ash |
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Poster
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Wed 17:00 |
Graph Generative Model for Benchmarking Graph Neural Networks Minji Yoon · Yue Wu · John Palowitch · Bryan Perozzi · Ruslan Salakhutdinov |
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Poster
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Wed 17:00 |
CircuitNet: A Generic Neural Network to Realize Universal Circuit Motif Modeling Yansen Wang · XINYANG JIANG · Kan Ren · Caihua Shan · Xufang Luo · Dongqi Han · Kaitao Song · Yifei Shen · Dongsheng Li |
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Poster
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Tue 17:00 |
Patch-level Routing in Mixture-of-Experts is Provably Sample-efficient for Convolutional Neural Networks Mohammed Nowaz Rabbani Chowdhury · Shuai Zhang · Meng Wang · Sijia Liu · Pin-Yu Chen |
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Poster
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Tue 17:00 |
Graph Neural Networks can Recover the Hidden Features Solely from the Graph Structure Ryoma Sato |
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Poster
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Tue 17:00 |
MG-GNN: Multigrid Graph Neural Networks for Learning Multilevel Domain Decomposition Methods Ali Taghibakhshi · Nicolas Nytko · Tareq Uz Zaman · Scott MacLachlan · Luke Olson · Matthew West |