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Poster
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Wed 17:00
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Fisher Information Embedding for Node and Graph Learning
Dexiong Chen · Paolo Pellizzoni · Karsten Borgwardt
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Workshop
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Efficient Estimation of Local Robustness of Machine Learning Models
Tessa Han · Suraj Srinivas · Himabindu Lakkaraju
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Workshop
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Seeing is not Believing: Robust Reinforcement Learning against Spurious Correlation
Wenhao Ding · Laixi Shi · Yuejie Chi · Ding Zhao
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Poster
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Wed 14:00
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Graph Reinforcement Learning for Network Control via Bi-Level Optimization
Daniele Gammelli · James Harrison · Kaidi Yang · Marco Pavone · Filipe Rodrigues · Francisco Pereira
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Workshop
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Provably Robust Cost-Sensitive Learning via Randomized Smoothing
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Poster
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Tue 17:00
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Detecting Adversarial Directions in Deep Reinforcement Learning to Make Robust Decisions
Ezgi Korkmaz · Jonah Brown-Cohen
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Workshop
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Learning the galaxy-environment connection with graph neural networks
John F. Wu · Christian Jespersen
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Poster
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Thu 13:30
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Generative Graph Dictionary Learning
Zhichen Zeng · Ruike Zhu · Yinglong Xia · Hanqing Zeng · Hanghang Tong
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Affinity Workshop
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Mon 19:15
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Is ReLU Adversarially Robust?
Korn Sooksatra · Greg Hamerly · Pablo Rivas
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Oral
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Tue 21:02
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Subequivariant Graph Reinforcement Learning in 3D Environments
Runfa Chen · Jiaqi Han · Fuchun Sun · Wenbing Huang
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Workshop
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Robust Semantic Segmentation: Strong Adversarial Attacks and Fast Training of Robust Models
Francesco Croce · Naman Singh · Matthias Hein
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Workshop
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Proximal Compositional Optimization for Distributionally Robust Learning
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