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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
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
Workshop
Toward Causal-Aware RL: State-Wise Action-Refined Temporal Difference
Hao Sun · Taiyi Wang
Workshop
Fri 9:45 Local Causal Discovery for Estimating Causal Effects
Shantanu Gupta · David Childers · Zachary Lipton
Workshop
Sat 12:00 Kun Zhang: Causal Principles Meet Deep Learning: Successes and Challenges.
Kun Zhang
Workshop
Sat 12:25 Kun Zhang: Causal Principles Meet Deep Learning: Successes and Challenges.
Kun Zhang
Workshop
Causal Discovery in Time Series Data Using Causally Invariant Locally Linear Models
Alexander Mey
Workshop
Fri 12:45 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
Workshop
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference
Ilias Tsoumas · GEORGIOS GIANNARAKIS · Vasileios Sitokonstantinou · Alkiviadis Marios Koukos · Dimitra Loka · Nikolaos Bartsotas · Charalampos Kontoes · Ioannis Athanasiadis
Workshop
Causal Discovery for Modular World Models
Anson Lei · Bernhard Schölkopf · Ingmar Posner
Workshop
Can Active Sampling Reduce Causal Confusion in Offline Reinforcement Learning?
Gunshi Gupta · Tim G. J. Rudner · Rowan McAllister · Adrien Gaidon · Yarin Gal