Francois Buet-Golfouse

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 21

Top Topics

Unsupervised Learning

Diffusion Model

Matrix Decomposition

Daubechies Wavelet

Top Venues

Tiny Papers @ ICLR

Publications

Roberto Pagliari, Peter Hill, Po-Yu Chen, Maciej Dabrowny, Tingsheng Tan, Francois Buet-Golfouse
A Comprehensive Sustainable Framework for Machine Learning and Artificial Intelligence. CoRR (2024)
Zekai Chen, Weeden Daniel, Po-Yu Chen, Francois Buet-Golfouse
Online Personalizing White-box LLMs Generation with Neural Bandits. CoRR (2024)
Yu-Lin Tsai, Yizhe Li, Zekai Chen, Po-Yu Chen, Chia-Mu Yu, Xuebin Ren, Francois Buet-Golfouse
Differentially Private Fine-Tuning of Diffusion Models. CoRR (2024)
Parth Pahwa, Kabir Thakur, Francois Buet-Golfouse
Dynamic Human AI Collaboration. Tiny Papers @ ICLR (2023)
Peter Hill, Francois Buet-Golfouse
Decomposing Causality and Fairness. Tiny Papers @ ICLR (2023)
Francois Buet-Golfouse, Islam Utyagulov, Parth Pahwa, Peter Hill
Turbo-Charging Deep Learning Methods for Partial Differential Equations. ICAIF (2023)
Nicholas William David Martin, Peter Hill, Ting Sheng Tan, Francois Buet-Golfouse
Sustainable Resource Management. Tiny Papers @ ICLR (2023)
Islam Utyagulov, Francois Buet-Golfouse, Peter Hill
Fairness Under Partial Observability. Tiny Papers @ ICLR (2023)
Francois Buet-Golfouse, Nicholas William David Martin
Lifting Volterra Diffusions via Kernel Decomposition. ICAIF (2023)
Francois Buet-Golfouse, Peter Hill
Optimal Execution via Multi-Objective Multi-Armed Bandits (Student Abstract). AAAI (2023)
Francois Buet-Golfouse, Parth Pahwa
Multi-Learning Generalised Low-Rank Models. ICMLA (2022)
Francois Buet-Golfouse, Islam Utyagulov
Fairness Trade-Offs and Partial Debiasing. ACML (2022)
Francois Buet-Golfouse, Parth Pahwa
Robust Multi-Objective Reinforcement Learning with Dynamic Preferences. ACML (2022)
Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov
Rayleigh Portfolios and Penalised Matrix Decomposition. WWW (Companion Volume) (2022)
Francois Buet-Golfouse, Hans Roggeman
Numerical Approximations of Log Gaussian Cox Process (Student Abstract). AAAI (2022)
Francois Buet-Golfouse, Islam Utyagulov
Towards Fair Unsupervised Learning. FAccT (2022)
Francois Buet-Golfouse, Hans Roggeman, Islam Utyagulov
Robust Collaborative Learning for Sequence Modelling. ICASSP (2022)
Francois Buet-Golfouse, Islam Utyagulov
Towards Fair Multi-Stakeholder Recommender Systems. UMAP (Adjunct Publication) (2022)
Francois Buet-Golfouse
Narrow Margins: Classification, Margins and Fat Tails. ICML (2021)
Francois Buet-Golfouse, Islam Utyagulov
Kernel Factorisation Machines. ICMLA (2021)
Ashrya Agrawal, Florian Pfisterer, Bernd Bischl, Jiahao Chen, Srijan Sood, Sameena Shah, Francois Buet-Golfouse, Bilal A. Mateen, Sebastian J. Vollmer
Debiasing classifiers: is reality at variance with expectation? CoRR (2020)