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Poster
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Wed 15:00
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Bypass Exponential Time Preprocessing: Fast Neural Network Training via Weight-Data Correlation Preprocessing
Josh Alman · 杰昊 梁 · Zhao Song · Ruizhe Zhang · Danyang Zhuo
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Poster
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Wed 8:45
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From Tempered to Benign Overfitting in ReLU Neural Networks
Guy Kornowski · Gilad Yehudai · Ohad Shamir
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Poster
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Wed 15:00
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Correlative Information Maximization: A Biologically Plausible Approach to Supervised Deep Neural Networks without Weight Symmetry
Bariscan Bozkurt · Cengiz Pehlevan · Alper Erdogan
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Poster
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Tue 15:15
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The Contextual Lasso: Sparse Linear Models via Deep Neural Networks
Ryan Thompson · Amir Dezfouli · robert kohn
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Poster
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Wed 8:45
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Hierarchically Gated Recurrent Neural Network for Sequence Modeling
Zhen Qin · Songlin Yang · Yiran Zhong
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Poster
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Wed 8:45
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Implicit Bias of (Stochastic) Gradient Descent for Rank-1 Linear Neural Network
Bochen Lyu · Zhanxing Zhu
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Affinity Workshop
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DGCF: Deep Graph-based Collaborative Filtering recommender system
SOFIA BOURHIM
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Poster
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Wed 15:00
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Provable Training for Graph Contrastive Learning
Yue Yu · Xiao Wang · Mengmei Zhang · Nian Liu · Chuan Shi
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Poster
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Thu 8:45
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Transformers over Directed Acyclic Graphs
Yuankai Luo · Veronika Thost · Lei Shi
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Poster
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Wed 15:00
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Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum
Yijian Qin · Xin Wang · Ziwei Zhang · Hong Chen · Wenwu Zhu
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Workshop
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Elucidating the Relationship Between Climate Change and Poverty using Graph Neural Networks, Ensemble Models, and Remote Sensing Data
Parinthapat Pengpun · Alessandro Salatiello
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Poster
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Thu 15:00
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The expressive power of pooling in Graph Neural Networks
Filippo Maria Bianchi · Veronica Lachi
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