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Workshop
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High-Order Optimization of Gradient Boosted Decision Trees Jean Pachebat · Sergey IVANOV |
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Workshop
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Perseus: A Simple and Optimal High-Order Method for Variational Inequalities Tianyi Lin · Michael Jordan |
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Poster
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Tue 14:00 |
The First Optimal Acceleration of High-Order Methods in Smooth Convex Optimization Dmitry Kovalev · Alexander Gasnikov |
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Poster
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Fused Orthogonal Alternating Least Squares for Tensor Clustering Jiacheng Wang · Dan Nicolae |
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Poster
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Wed 9:00 |
Jump Self-attention: Capturing High-order Statistics in Transformers Haoyi Zhou · Siyang Xiao · Shanghang Zhang · Jieqi Peng · Shuai Zhang · Jianxin Li |
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Poster
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Thu 9:00 |
High-Order Pooling for Graph Neural Networks with Tensor Decomposition Chenqing Hua · Guillaume Rabusseau · Jian Tang |
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Poster
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Tue 9:00 |
HorNet: Efficient High-Order Spatial Interactions with Recursive Gated Convolutions Yongming Rao · Wenliang Zhao · Yansong Tang · Jie Zhou · Ser Nam Lim · Jiwen Lu |
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Workshop
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An Empirical Evaluation of Zeroth-Order Optimization Methods on AI-driven Molecule Optimization Elvin Lo · Pin-Yu Chen |
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Poster
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Thu 14:00 |
Scale-invariant Learning by Physics Inversion Philipp Holl · Vladlen Koltun · Nils Thuerey |
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Poster
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Tue 14:00 |
Black-Box Generalization: Stability of Zeroth-Order Learning Konstantinos Nikolakakis · Farzin Haddadpour · Dionysis Kalogerias · Amin Karbasi |
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Poster
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Tue 9:00 |
Stochastic Second-Order Methods Improve Best-Known Sample Complexity of SGD for Gradient-Dominated Functions Saeed Masiha · Saber Salehkaleybar · Niao He · Negar Kiyavash · Patrick Thiran |
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Poster
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Tue 14:00 |
Neural Topological Ordering for Computation Graphs Mukul Gagrani · Corrado Rainone · Yang Yang · Harris Teague · Wonseok Jeon · Roberto Bondesan · Herke van Hoof · Christopher Lott · Weiliang Zeng · Piero Zappi |