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Poster
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
Poster
Thu 14:00 A Primer for Neural Arithmetic Logic Modules
Bhumika Mistry · Katayoun Farrahi · Jonathon Hare
Poster
Wed 9:00 IALE: Imitating Active Learner Ensembles
Christoffer Löffler · Christopher Mutschler
Poster
Wed 9:00 Machine Learning on Graphs: A Model and Comprehensive Taxonomy
Ines Chami · Sami Abu-El-Haija · Bryan Perozzi · Christopher RĂ© · Kevin Murphy
Poster
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
Poster
InterpretDL: Explaining Deep Models in PaddlePaddle
Xuhong Li · Haoyi Xiong · Xingjian Li · Xuanyu Wu · Zeyu Chen · Dejing Dou
Poster
Tue 9:00 Efficient Change-Point Detection for Tackling Piecewise-Stationary Bandits
Lilian Besson · Emilie Kaufmann · Odalric-Ambrym Maillard · Julien Seznec
Poster
Transfer Learning in Information Criteria-based Feature Selection
Shaohan Chen · Nikolaos V Sahinidis · Chuanhou Gao
Poster
Tue 14:00 A Nonconvex Framework for Structured Dynamic Covariance Recovery
Katherine Tsai · Mladen Kolar · Sanmi Koyejo
Poster
Wed 14:00 Fairness-Aware PAC Learning from Corrupted Data
Nikola Konstantinov · Christoph Lampert
Poster
Thu 9:00 A Unified Statistical Learning Model for Rankings and Scores with Application to Grant Panel Review
Michael Pearce · Elena A. Erosheva
Poster
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