Research

• Almost Free: Self-concordance in Natural Exponential Families and an Application to Bandits.
  Shuai Liu, Alex Ayoub, Flore Sentenac, Xiaoqi Tan, Csaba Szepesvári.
  Neural Information Processing Systems (NeurIPS), 2024.
  

  [ArXiv]

• Exploration via linearly perturbed loss minimisation.
  David Janz, Shuai Liu, Alex Ayoub, Csaba Szepesvári.
  Artificial Intelligence and Statistics (AISTATS), 2024.
  Oral Presentation
  

  [PDF]