Theobald, Barry-John

9 publications

ICML 2025 Aligning LLMs by Predicting Preferences from User Writing Samples Stéphane Aroca-Ouellette, Natalie Mackraz, Barry-John Theobald, Katherine Metcalf

ICML 2025 Is Your Model Fairly Certain? Uncertainty-Aware Fairness Evaluation for LLMs Yinong Oliver Wang, Nivedha Sivakumar, Falaah Arif Khan, Katherine Metcalf, Adam Golinski, Natalie Mackraz, Barry-John Theobald, Luca Zappella, Nicholas Apostoloff

ICML 2025 Proxy-FDA: Proxy-Based Feature Distribution Alignment for Fine-Tuning Vision Foundation Models Without Forgetting Chen Huang, Skyler Seto, Hadi Pouransari, Mehrdad Farajtabar, Raviteja Vemulapalli, Fartash Faghri, Oncel Tuzel, Barry-John Theobald, Joshua M. Susskind

AAAI 2024 Can You Rely on Synthetic Labellers in Preference-Based Reinforcement Learning? It's Complicated Katherine Metcalf, Miguel Sarabia, Masha Fedzechkina, Barry-John Theobald

NeurIPSW 2024 Dueling in the Dark: An Efficient and Optimal Mirror Descent Approach for Online Optimization with Adversarial Preferences Aadirupa Saha, Yonathan Efroni, Barry-John Theobald

NeurIPS 2024 Learning Spatially-Aware Language and Audio Embeddings Bhavika Devnani, Skyler Seto, Zakaria Aldeneh, Alessandro Toso, Elena Menyaylenko, Barry-John Theobald, Jonathan Sheaffer, Miguel Sarabia

WACV 2024 REALM: Robust Entropy Adaptive Loss Minimization for Improved Single-Sample Test-Time Adaptation Skyler Seto, Barry-John Theobald, Federico Danieli, Navdeep Jaitly, Dan Busbridge

CoRL 2023 Sample-Efficient Preference-Based Reinforcement Learning with Dynamics Aware Rewards Katherine Metcalf, Miguel Sarabia, Natalie Mackraz, Barry-John Theobald

ICCV 2009 Robust Facial Feature Tracking Using Selected Multi-Resolution Linear Predictors Eng-Jon Ong, Yuxuan Lan, Barry-John Theobald, Richard W. Harvey, Richard Bowden