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Poster
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Thu 9:00 |
On the Approximation of Cooperative Heterogeneous Multi-Agent Reinforcement Learning (MARL) using Mean Field Control (MFC) Washim Mondal · Mridul Agarwal · Vaneet Aggarwal · Satish Ukkusuri |
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Poster
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Thu 14:00 |
A Primer for Neural Arithmetic Logic Modules Bhumika Mistry · Katayoun Farrahi · Jonathon Hare |
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Poster
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Wed 9:00 |
IALE: Imitating Active Learner Ensembles Christoffer Löffler · Christopher Mutschler |
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Poster
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Wed 9:00 |
Machine Learning on Graphs: A Model and Comprehensive Taxonomy Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher Ré · Kevin Murphy |
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Poster
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Thu 14:00 |
(f,Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics Jeremiah Birrell · Paul Dupuis · Markos A. Katsoulakis · Yannis Pantazis · Luc Rey-Bellet |
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Poster
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InterpretDL: Explaining Deep Models in PaddlePaddle Xuhong Li · Haoyi Xiong · Xingjian Li · Xuanyu Wu · Zeyu Chen · Dejing Dou |
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Poster
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Tue 9:00 |
Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits Lilian Besson · Emilie Kaufmann · Odalric-Ambrym Maillard · Julien Seznec |
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Poster
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Transfer Learning in Information Criteria-based Feature Selection Shaohan Chen · Nikolaos V Sahinidis · Chuanhou Gao |
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Poster
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Tue 14:00 |
A Nonconvex Framework for Structured Dynamic Covariance Recovery Katherine Tsai · Mladen Kolar · Sanmi Koyejo |
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Poster
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Wed 14:00 |
Fairness-Aware PAC Learning from Corrupted Data Nikola Konstantinov · Christoph Lampert |
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Poster
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Thu 9:00 |
A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review Michael Pearce · Elena A. Erosheva |
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Poster
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Wed 14:00 |
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data Ali Eshragh · Fred Roosta · Asef Nazari · Michael Mahoney |