Lukas Köhs

2 papers · 2021–2022 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🌉 Interdisciplinary Bridge

Conferences

ICML (1) NIPS (1)

Top co-authors

Heinz Koeppl (2) Bastian Alt (2)

Keywords

switching dynamical system (2) variational inference (2) gaussian process (1) gibbs sampler (1) continuous time (1) stochastic differential equation (1) markov jump process (1) bayesian parameter estimation (1) continuous-time inference (1) path-wise kl divergence (1) markov chain monte carlo (1)

Papers

Markov Chain Monte Carlo for Continuous-Time Switching Dynamical Systems ICML 2022

Variational Inference for Continuous-Time Switching Dynamical Systems NIPS 2021