Causal discovery from conditionally stationary time-series. - Carles Balsells Rodas; Ruibo Tu; Hedvig Kjellström (CoRR, 2021)

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

On the Identifiability of Markov Switching Models. - Carles Balsells Rodas; Yixin Wang; Yingzhen Li (CoRR, 2023)

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

Explainable Uncertainty Attribution for Sequential Recommendation. - Carles Balsells Rodas; Fan Yang 084; Zhishen Huang; Yan Gao 029 (SIGIR, 2024)

Identifying Nonstationary Causal Structures with High-Order Markov Switching Models. - Carles Balsells Rodas; Yixin Wang; Pedro A. M. Mediano; Yingzhen Li (CoRR, 2024)