Bastian Alt
6 papers · 2019–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Optimization & Theory
(4)
Artificial Intelligence
(2)
Reinforcement Learning
(2)
Bayesian & Probabilistic · Machine Learning
(2)
Methods
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Applications
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Models
(1)
Probability
(1)
Science
(1)
Keywords
variational inference
(3)
continuous time
(2)
markov jump process
(2)
switching dynamical system
(2)
bayesian inference
(1)
bayesian reinforcement learning
(1)
markov chain monte carlo
(1)
markov decision process
(1)
gaussian process
(1)
value function
(1)
expectation propagation
(1)
stochastic control
(1)
partially observable markov decision process
(1)
belief space
(1)
filtering distribution
(1)
gibbs sampler
(1)
continuous time inference
(1)
stochastic differential equation
(1)
continuous-time control
(1)
parametric family
(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
NeurIPS 2021
POMDPs in Continuous Time and Discrete Spaces
NeurIPS 2020
Correlation Priors for Reinforcement Learning
NeurIPS 2019