Adaptive time series forecasting with markovian variance switching. - Baptiste Abélès; Joseph De Vilmarest; Olivier Wintemberger (CoRR, 2024)

Online-to-PAC generalization bounds under graph-mixing dependencies. - Baptiste Abélès; Gergely Neu; Eugenio Clerico (AISTATS, 2025)

Generalization bounds for mixing processes via delayed online-to-PAC conversions. - Baptiste Abélès; Eugenio Clerico; Gergely Neu (ALT, 2025)

Linear Bandits with Non-i.i.d. Noise. - Baptiste Abélès; Eugenio Clerico; Hamish Flynn; Gergely Neu (CoRR, 2025)