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Poster
Thu 9:00 Scalable Sensitivity and Uncertainty Analyses for Causal-Effect Estimates of Continuous-Valued Interventions
Andrew Jesson · Alyson Douglas · Peter Manshausen · Maëlys Solal · Nicolai Meinshausen · Philip Stier · Yarin Gal · Uri Shalit
Poster
Wed 14:00 Causality-driven Hierarchical Structure Discovery for Reinforcement Learning
shaohui peng · Xing Hu · Rui Zhang · Ke Tang · Jiaming Guo · Qi Yi · Ruizhi Chen · xishan zhang · Zidong Du · Ling Li · Qi Guo · Yunji Chen
Poster
Tue 14:00 [Re] Replication Study of DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks
Velizar Shulev · Paul Verhagen · Shuai Wang · Jennifer Zhuge
Workshop
Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference
Hao Sun · Taiyi Wang
Poster
Disentangling Causal Effects from Sets of Interventions in the Presence of Unobserved Confounders
Olivier Jeunen · Ciarán Gilligan-Lee · Rishabh Mehrotra · Mounia Lalmas
Poster
Wed 9:00 Invariant and Transportable Representations for Anti-Causal Domain Shifts
Yibo Jiang · Victor Veitch
Poster
Tue 9:00 Root Cause Analysis of Failures in Microservices through Causal Discovery
Azam Ikram · Sarthak Chakraborty · Subrata Mitra · Shiv Saini · Saurabh Bagchi · Murat Kocaoglu
Poster
Thu 14:00 Generative multitask learning mitigates target-causing confounding
Taro Makino · Krzysztof Geras · Kyunghyun Cho
Poster
Tue 14:00 Active Bayesian Causal Inference
Christian Toth · Lars Lorch · Christian Knoll · Andreas Krause · Franz Pernkopf · Robert Peharz · Julius von Kügelgen
Poster
Wed 14:00 Interventions, Where and How? Experimental Design for Causal Models at Scale
Panagiotis Tigas · Yashas Annadani · Andrew Jesson · Bernhard Schölkopf · Yarin Gal · Stefan Bauer
Poster
Thu 14:00 Staggered Rollout Designs Enable Causal Inference Under Interference Without Network Knowledge
Mayleen Cortez · Matthew Eichhorn · Christina Yu
Poster
Tue 14:00 Sequence Model Imitation Learning with Unobserved Contexts
Gokul Swamy · Sanjiban Choudhury · J. Bagnell · Steven Wu