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Poster
Tue 9:00 Representation Learning via Invariant Causal Mechanisms
Jovana Mitrovic · Brian McWilliams · Jacob C Walker · Lars Buesing · Charles Blundell
Poster
Thu 1:00 CausalWorld: A Robotic Manipulation Benchmark for Causal Structure and Transfer Learning
Ossama Ahmed · Frederik Träuble · Anirudh Goyal · Alexander Neitz · Manuel Wuthrich · Yoshua Bengio · Bernhard Schoelkopf · Stefan Bauer
Poster
Thu 1:00 Latent Convergent Cross Mapping
Edward De Brouwer · Adam Arany · Jaak Simm · Yves Moreau
Poster
Mon 9:00 The Risks of Invariant Risk Minimization
Elan Rosenfeld · Pradeep K Ravikumar · Andrej Risteski
Poster
Thu 1:00 Counterfactual Generative Networks
Axel Sauer · Andreas Geiger
Poster
Thu 1:00 Interpretable Models for Granger Causality Using Self-explaining Neural Networks
Ričards Marcinkevičs · Julia E Vogt