Bastian Alt
6 papers · 2019–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (14) π Renaissance Researcher (5)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
π
Keyword Champion
(2)
Conferences
NIPS (3)
AISTATS (2)
ICML (1)
Top co-authors
Keywords
switching dynamical system
(2)
variational inference
(2)
continuous time
(2)
bayesian learning
(1)
bayesian reinforcement learning
(1)
markov chain monte carlo
(1)
markov decision process
(1)
gaussian process
(1)
value function
(1)
stochastic control
(1)
partially observable markov decision process
(1)
belief space
(1)
filtering distribution
(1)
gibbs sampler
(1)
stochastic differential equation
(1)
continuous-time control
(1)
parametric family
(1)
markov jump process
(1)
bayesian parameter estimation
(1)
polya-gamma augmentation
(1)
Papers
Entropic Matching for Expectation Propagation of Markov Jump Processes
AISTATS 2025
Approximate Control for Continuous-Time POMDPs
AISTATS 2024
Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems
ICML 2022
Variational Inference for Continuous-Time Switching Dynamical Systems
NIPS 2021
POMDPs in Continuous Time and Discrete Spaces
NIPS 2020
Correlation Priors for Reinforcement Learning
NIPS 2019