Adam Foster

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 8

Top Topics

Active Learning

Experimental Design

Causal Inference

Top Venues

Trans. Mach. Learn. Res.

Publications

Yashas Annadani, Panagiotis Tigas, Stefan Bauer, Adam Foster
Amortized Active Causal Induction with Deep Reinforcement Learning. CoRR (2024)
Freddie Bickford Smith, Adam Foster, Tom Rainforth
Making Better Use of Unlabelled Data in Bayesian Active Learning. CoRR (2024)
Freddie Bickford Smith, Adam Foster, Tom Rainforth
Making Better Use of Unlabelled Data in Bayesian Active Learning. AISTATS (2024)
Tomas Geffner, Javier Antorán, Adam Foster, Wenbo Gong, Chao Ma, Emre Kiciman, Amit Sharma, Angus Lamb, Martin Kukla, Nick Pawlowski, Agrin Hilmkil, Joel Jennings, Meyer Scetbon, Miltiadis Allamanis, Cheng Zhang
Deep End-to-end Causal Inference. Trans. Mach. Learn. Res. 2024 (2024)
Ning Miao, Tom Rainforth, Emile Mathieu, Yann Dubois, Yee Whye Teh, Adam Foster, Hyunjik Kim
Learning Instance-Specific Augmentations by Capturing Local Invariances. ICML (2023)
Panagiotis Tigas, Yashas Annadani, Desi R. Ivanova, Andrew Jesson, Yarin Gal, Adam Foster, Stefan Bauer
Differentiable Multi-Target Causal Bayesian Experimental Design. ICML (2023)
Freddie Bickford Smith, Andreas Kirsch, Sebastian Farquhar, Yarin Gal, Adam Foster, Tom Rainforth
Prediction-Oriented Bayesian Active Learning. AISTATS (2023)
Desi R. Ivanova, Joel Jennings, Tom Rainforth, Cheng Zhang, Adam Foster
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design. ICML (2023)