Balsells-Rodas, Carles

5 publications

ICML 2025 Causal Discovery from Conditionally Stationary Time Series Carles Balsells-Rodas, Xavier Sumba, Tanmayee Narendra, Ruibo Tu, Gabriele Schweikert, Hedvig Kjellstrom, Yingzhen Li

ICLRW 2025 Causal Representation Learning and Inference via Mixture-Based Priors Avinash Kori, Carles Balsells-Rodas, Ben Glocker, Yingzhen Li, Francesco Locatello

ICML 2024 On the Identifiability of Switching Dynamical Systems Carles Balsells-Rodas, Yixin Wang, Yingzhen Li

ICML 2023 Markovian Gaussian Process Variational Autoencoders Harrison Zhu, Carles Balsells-Rodas, Yingzhen Li

ICMLW 2023 On the Identifiability of Markov Switching Models Carles Balsells-Rodas, Yixin Wang, Yingzhen Li