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Poster
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Wed 9:00
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Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection
Abir De · Soumen Chakrabarti
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Poster
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Thu 14:00
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Exponential Separations in Symmetric Neural Networks
Aaron Zweig · Joan Bruna
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Poster
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Thu 14:00
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Spectral Bias Outside the Training Set for Deep Networks in the Kernel Regime
Benjamin Bowman · Guido Montufar
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Poster
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Tue 9:00
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Open-Ended Reinforcement Learning with Neural Reward Functions
Robert Meier · Asier Mujika
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Workshop
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On the Level Sets and Invariance of Neural Tuning Landscapes
Binxu Wang · Carlos Ponce
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Panel
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Tue 9:00
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Panel 1C-1: Learning Neural Set… & Holomorphic Equilibrium Propagation…
Axel Laborieux · Yatao Bian
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Poster
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Tracking Functional Changes in Nonstationary Signals with Evolutionary Ensemble Bayesian Model for Robust Neural Decoding
Xinyun Zhu · Yu Qi · Gang Pan · Yueming Wang
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Poster
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Wed 9:00
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Rethinking Lipschitz Neural Networks and Certified Robustness: A Boolean Function Perspective
Bohang Zhang · Du Jiang · Di He · Liwei Wang
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Poster
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Wed 14:00
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Neural Network Architecture Beyond Width and Depth
Shijun Zhang · Zuowei Shen · Haizhao Yang
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Poster
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Wed 14:00
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Understanding Deep Neural Function Approximation in Reinforcement Learning via ϵ-Greedy Exploration
Fanghui Liu · Luca Viano · Volkan Cevher
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Poster
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Wed 9:00
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Deconfounded Representation Similarity for Comparison of Neural Networks
Tianyu Cui · Yogesh Kumar · Pekka Marttinen · Samuel Kaski
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Poster
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Neural Surface Reconstruction of Dynamic Scenes with Monocular RGB-D Camera
Hongrui Cai · Wanquan Feng · Xuetao Feng · Yan Wang · Juyong Zhang
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