Scholar
Matt J. Kusner
Google Scholar ID: 57KRSu8AAAAJ
Polytechnique Montréal, Mila - Quebec AI Institute
Citations & Impact
Citations
10,246
H-index
34
i10-index
46
Publications
20
Co-authors
23
list available
Publications
Resume (English only)
Academic Achievements
- Published 'Causal Machine Learning: A Survey and Open Problems' in Foundations and Trends in Optimization (FoT-OPT), 2025
- Published 'Setting the Record Straight on Transformer Oversmoothing' in Transactions on Machine Learning Research (TMLR), 2025
- Published 'When Can Proxies Improve the Sample Complexity of Preference Learning?' at ICML, 2025
- Published 'Calibrated Physics-Informed Uncertainty Quantification' at ICML, 2025
- Published 'An Auditing Test to Detect Behavioral Shift in Language Models' at ICLR, 2025
- Published machine learning-based research on cost-efficient dry cooler designs in Scientific Reports, 2024
- Published 'Plasma Surrogate Modelling using Fourier Neural Operators' in Nuclear Fusion, 2024
- Published 'Proxy Methods for Domain Adaptation' at AISTATS, 2024
- Published 'No Train No Gain: Revisiting Efficient Training Algorithms For Transformer-based Language Models' at NeurIPS, 2023
- Published 'Adapting to Latent Subgroup Shifts via Concepts and Proxies' at AISTATS, 2023
