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Workshop
Causal Expectation-Maximisation
Marco Zaffalon · Alessandro Antonucci · Rafael Cabañas
Workshop
What Would the Expert do()?: Causal Imitation Learning
Gokul Swamy · Sanjiban Choudhury · James Bagnell · Steven Wu
Competition
Wed 2:24 Breakout: Learning By Doing: Controlling a Dynamical System using Control Theory, Reinforcement Learning, or Causality
Workshop
Mon 13:30 Javidian, Pandey, Jamshidi - Scalable Causal Domain Adaptation
Mohammad Ali Javidian · Om Pandey · Pooyan Jamshidi
Workshop
Efficient Online Estimation of Causal Effects by Deciding What to Observe
Shantanu Gupta
Workshop
Mon 13:45 Cundy, Grover, Ermon - BCD Nets: Scalable Variational Approaches for Bayesian Causal Discovery
Chris Cundy · Aditya Grover · Stefano Ermon
Workshop
What Would the Expert do()?: Causal Imitation Learning
Gokul Swamy · Sanjiban Choudhury · James Bagnell · Steven Wu
Workshop
Mon 13:15 Dominguez Olmedo, Karimi, Schölkopf - On the Adversarial Robustness of Causal Algorithmic Recourse
Ricardo Dominguez-Olmedo · Amir Karimi · Bernhard Schölkopf
Workshop
Mon 9:30 The Many Roles that Causal Reasoning Plays in Reasoning about Fairness in Machine Learning
Irene Y Chen · Hal Daumé III · Solon Barocas
Workshop
Mon 8:20 Wieland Brendel: "How Well do Feature Visualizations Support Causal Understanding of CNN Activations?"
Workshop
Causality with Susan Athey, Konrad Kording, Amit Sharma
Susan Athey · Konrad Kording · Amit Sharma · Emre Kiciman
Affinity Workshop
Fri 6:35 Contributed talk #3 - Causal meta-learning by making informative interventions about the functional form, Chentian Jiang
Chentian Jiang