Francois Buet-Golfouse

25 papers A* 3A 1C 4Misc 1Journal 5Unranked 11
YearRankTypeTitle / Venue / Authors
2025 — conf
Behavioural Reinforcement Learning (Beyond Rationality: RL Under Investor Bias).
ICAIF
Francois Buet-Golfouse, Osian Shelley, George-Octavian Barbulescu
2025 J jnl
Sig-DEG for Distillation: Making Diffusion Models Faster and Lighter.
CoRR
Lei Jiang, Wen Ge, Niels Cariou-Kotlarek, Mingxuan Yi, Po-Yu Chen, Lingyi Yang, Francois Buet-Golfouse, Gaurav Mittal, Hao Ni
2024 A conf
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence.
ECAI
Roberto Pagliari, Peter Hill, Po-Yu Chen, Maciej Dabrowny, Tingsheng Tan, Francois Buet-Golfouse
2024 J jnl
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence.
CoRR
Roberto Pagliari, Peter Hill, Po-Yu Chen, Maciej Dabrowny, Tingsheng Tan, Francois Buet-Golfouse
2024 J jnl
Differentially Private Fine-Tuning of Diffusion Models.
CoRR
Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse
2024 — conf
Online Personalizing White-box LLMs Generation with Neural Bandits.
ICAIF
Zekai Chen, Po-Yu Chen, Francois Buet-Golfouse
2024 J jnl
Online Personalizing White-box LLMs Generation with Neural Bandits.
CoRR
Zekai Chen, Weeden Daniel, Po-Yu Chen, Francois Buet-Golfouse
2023 — conf
Decomposing Causality and Fairness.
Tiny Papers @ ICLR
Peter Hill, Francois Buet-Golfouse
2023 — conf
Dynamic Human AI Collaboration.
Tiny Papers @ ICLR
Parth Pahwa, Kabir Thakur, Francois Buet-Golfouse
2023 — conf
Fairness Under Partial Observability.
Tiny Papers @ ICLR
Islam Utyagulov, Francois Buet-Golfouse, Peter Hill
2023 — conf
Lifting Volterra Diffusions via Kernel Decomposition.
ICAIF
Francois Buet-Golfouse, Nicholas William David Martin
2023 A* conf
Optimal Execution via Multi-Objective Multi-Armed Bandits (Student Abstract).
AAAI
Francois Buet-Golfouse, Peter Hill
2023 — conf
Sustainable Resource Management.
Tiny Papers @ ICLR
Nicholas William David Martin, Peter Hill, Tingsheng Tan, Francois Buet-Golfouse
2023 — conf
Turbo-Charging Deep Learning Methods for Partial Differential Equations.
ICAIF
Francois Buet-Golfouse, Islam Utyagulov, Parth Pahwa, Peter Hill
2022 C conf
Fairness Trade-Offs and Partial Debiasing.
ACML
Francois Buet-Golfouse, Islam Utyagulov
2022 C conf
Multi-Learning Generalised Low-Rank Models.
ICMLA
Francois Buet-Golfouse, Parth Pahwa
2022 A* conf
Numerical Approximations of Log Gaussian Cox Process (Student Abstract).
AAAI
Francois Buet-Golfouse, Hans Roggeman
2022 — conf
Rayleigh Portfolios and Penalised Matrix Decomposition.
WWW (Companion Volume)
Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov
2022 Misc conf
Robust Collaborative Learning for Sequence Modelling.
ICASSP
Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov
2022 C conf
Robust Multi-Objective Reinforcement Learning with Dynamic Preferences.
ACML
Francois Buet-Golfouse, Parth Pahwa
2022 — conf
Towards Fair Multi-Stakeholder Recommender Systems.
UMAP (Adjunct Publication)
Francois Buet-Golfouse, Islam Utyagulov
2022 — conf
Towards Fair Unsupervised Learning.
FAccT
Francois Buet-Golfouse, Islam Utyagulov
2021 C conf
Kernel Factorisation Machines.
ICMLA
Francois Buet-Golfouse, Islam Utyagulov
2021 A* conf
Narrow Margins: Classification, Margins and Fat Tails.
ICML
Francois Buet-Golfouse
2020 J jnl
Debiasing classifiers: is reality at variance with expectation?
CoRR
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer