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Workshop
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Fri 8:30
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AI in Finance: Applications and Infrastructure for Multi-Agent Learning
Prashant Reddy · Tucker Balch · Michael Wellman · Senthil Kumar · Ion Stoica · Edith Elkind
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Workshop
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Fri 15:45
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ML vs. Climate Change, Applications in Energy at DeepMind
Sims Witherspoon
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Workshop
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Fri 16:00
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Suchi Saria (John Hopkins) - Link between Causal Inference and Reinforcement Learning and Applications to Learning from Offline/Observational Data
Suchi Saria
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Poster
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Wed 18:30
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Discriminative Regularization for Latent Variable Models with Applications to Electrocardiography
Andrew Miller · Ziad Obermeyer · John Cunningham · Sendhil Mullainathan
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Poster
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Tue 18:30
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Validating Causal Inference Models via Influence Functions
Ahmed Alaa · Mihaela van der Schaar
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Poster
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Tue 18:30
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Learning to Prove Theorems via Interacting with Proof Assistants
Kaiyu Yang · Jia Deng
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Poster
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Wed 18:30
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Neural Inverse Knitting: From Images to Manufacturing Instructions
Alexandre Kaspar · Tae-Hyun Oh · Liane Makatura · Petr Kellnhofer · Wojciech Matusik
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Poster
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Tue 18:30
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Fast Incremental von Neumann Graph Entropy Computation: Theory, Algorithm, and Applications
Pin-Yu Chen · Lingfei Wu · Sijia Liu · Indika Rajapakse
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Poster
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Tue 18:30
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Grid-Wise Control for Multi-Agent Reinforcement Learning in Video Game AI
Lei Han · Peng Sun · Yali Du · Jiechao Xiong · Qing Wang · Xinghai Sun · Han Liu · Tong Zhang
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Oral
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Tue 11:40
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Molecular Hypergraph Grammar with Its Application to Molecular Optimization
Hiroshi Kajino
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Oral
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Tue 14:25
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Adversarial Generation of Time-Frequency Features with application in audio synthesis
Andrés Marafioti · Nathanaël Perraudin · Nicki Holighaus · Piotr Majdak
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Workshop
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Fri 8:30
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Negative Dependence: Theory and Applications in Machine Learning
Mike Gartrell · Jennifer Gillenwater · Alex Kulesza · Zelda Mariet
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