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Poster
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Wed 14:00
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FIRE: Semantic Field of Words Represented as Non-Linear Functions
Xin Du · Kumiko Tanaka-Ishii
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Poster
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Wed 14:00
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On Non-Linear operators for Geometric Deep Learning
Grégoire Sergeant-Perthuis · Jakob Maier · Joan Bruna · Edouard Oyallon
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Affinity Workshop
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Model Averaging to Learn Bayesian Network Structures with Non-Linear Structured Representations
Charupriya Sharma
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Poster
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Wed 9:00
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On the Statistical Efficiency of Reward-Free Exploration in Non-Linear RL
Jinglin Chen · Aditya Modi · Akshay Krishnamurthy · Nan Jiang · Alekh Agarwal
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Poster
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Tue 9:00
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Non-Linear Coordination Graphs
Yipeng Kang · Tonghan Wang · Qianlan Yang · Xiaoran Wu · Chongjie Zhang
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Poster
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Wed 9:00
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Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective
Rongzhe Wei · Haoteng YIN · Junteng Jia · Austin Benson · Pan Li
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Poster
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Wed 14:00
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Decomposable Non-Smooth Convex Optimization with Nearly-Linear Gradient Oracle Complexity
Sally Dong · Haotian Jiang · Yin Tat Lee · Swati Padmanabhan · Guanghao Ye
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Poster
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Thu 14:00
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Efficient and Near-Optimal Smoothed Online Learning for Generalized Linear Functions
Adam Block · Max Simchowitz
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Poster
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On the role of overparameterization in off-policy Temporal Difference learning with linear function approximation
Valentin Thomas
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Workshop
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Non-exchangeability in Infinite Switching Linear Dynamical Systems
Victor Geadah · Jonathan Pillow
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Poster
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Tue 14:00
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On the Effective Number of Linear Regions in Shallow Univariate ReLU Networks: Convergence Guarantees and Implicit Bias
Itay Safran · Gal Vardi · Jason Lee
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Poster
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Wed 9:00
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Optimal Dynamic Regret in LQR Control
Dheeraj Baby · Yu-Xiang Wang
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