Albert Thomas
6 papers · 2017–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird
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The Questioner
Venues
Top co-authors
Research topics
Keywords
graph structure
(2)
multi-armed bandit
(2)
anomaly detection
(1)
uncertainty quantification
(1)
in-context learning
(1)
sample complexity
(1)
markov decision process
(1)
regret minimization
(1)
model-based reinforcement learning
(1)
minimum volume sets
(1)
best arm identification
(1)
regret bound
(1)
graphical model
(1)
foundation model
(1)
latent space
(1)
multimodal posterior
(1)
mixture density network
(1)
multi-agent bandit
(1)
multivariate extreme
(1)
extreme value theory
(1)
Papers
AdaPTS: Adapting Univariate Foundation Models to Probabilistic Multivariate Time Series Forecasting
ICML 2025
Zero-shot Model-based Reinforcement Learning using Large Language Models
ICLR 2025
An α-No-Regret Algorithm For Graphical Bilinear Bandits
NeurIPS 2022
Best Arm Identification in Graphical Bilinear Bandits
ICML 2021
Model-based micro-data reinforcement learning: what are the crucial model properties and which model to choose?
ICLR 2021
Anomaly Detection in Extreme Regions via Empirical MV-sets on the Sphere
AISTATS 2017