Nicolas Nguyen

I am a final-year CS PhD student under the supervision of Claire Vernade.

My current research interests include sequential decision-making in changing environments. I am also interested in Bayesian analysis/learning.

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Publications and Preprints

• Non-stationary Lipschitz Bandits
  NeurIPS 2025.
  [Paper] [Code]
• Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits
  AISTATS 2025.
  [Paper] [Code]
• Variational Bayes Portfolio Construction
  Preprint, preliminary version at AABI.
  [Paper] [Code]
• Meta-Learning in Bayesian Best-Arm Identification
  Preprint, preliminary version at EWRL.
  [Paper]