Carles Balsells-Rodas

3 papers · 2023–2025 · 1 conference · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (3)

Top co-authors

Yingzhen Li (3) Yixin Wang (1) Xavier Sumba (1) Hedvig Kjellström (1) Ruibo Tu (1) Gabriele Schweikert (1) Tanmayee Narendra (1) Harrison Zhu (1)

Keywords

variational inference (1) kalman filtering (1) gaussian process (1) time series (1) markov model (1) generative model (1) state space model (1) variational autoencoder (1)

Papers

Causal Discovery from Conditionally Stationary Time Series ICML 2025

On the Identifiability of Switching Dynamical Systems ICML 2024

Markovian Gaussian Process Variational Autoencoders ICML 2023