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Poster
Wed 9:00 Transfer Learning on Heterogeneous Feature Spaces for Treatment Effects Estimation
Ioana Bica · Mihaela van der Schaar
Workshop
Fri 12:45 TabPFN: A Transformer That Solves Small Tabular Classification Problems in a Second
Noah Hollmann · Samuel Müller · Katharina Eggensperger · Frank Hutter
Poster
Thu 14:00 Geodesic Graph Neural Network for Efficient Graph Representation Learning
Lecheng Kong · Yixin Chen · Muhan Zhang
Poster
Tue 14:00 What's the Harm? Sharp Bounds on the Fraction Negatively Affected by Treatment
Nathan Kallus
Poster
Tue 14:00 Sequence Model Imitation Learning with Unobserved Contexts
Gokul Swamy · Sanjiban Choudhury · J. Bagnell · Steven Wu
Workshop
Fri 13:00 Unsupervised Deep Metric Learning for the inference of hemodynamic value with Electrocardiogram signals
Hyewon Jeong · Marzyeh Ghassemi · Collin Stultz
Poster
Wed 14:00 Online Reinforcement Learning for Mixed Policy Scopes
Junzhe Zhang · Elias Bareinboim
Poster
Wed 9:00 Contrastive Neural Ratio Estimation
Benjamin K Miller · Christoph Weniger · Patrick Forré
Poster
Wed 14:00 An Adaptive Kernel Approach to Federated Learning of Heterogeneous Causal Effects
Thanh Vinh Vo · Arnab Bhattacharyya · Young Lee · Tze-Yun Leong
Poster
Tue 9:00 Counterfactual Neural Temporal Point Process for Estimating Causal Influence of Misinformation on Social Media
Yizhou Zhang · Defu Cao · Yan Liu
Poster
Thu 14:00 Simultaneous Missing Value Imputation and Structure Learning with Groups
Pablo Morales-Alvarez · Wenbo Gong · Angus Lamb · Simon Woodhead · Simon Peyton Jones · Nick Pawlowski · Miltiadis Allamanis · Cheng Zhang
Poster
Wed 9:00 Uni[MASK]: Unified Inference in Sequential Decision Problems
Micah Carroll · Orr Paradise · Jessy Lin · Raluca Georgescu · Mingfei Sun · David Bignell · Stephanie Milani · Katja Hofmann · Matthew Hausknecht · Anca Dragan · Sam Devlin