Carles Balsells Rodas

According to our database, Carles Balsells Rodas authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Causal Discovery from Conditionally Stationary Time Series.

Carles Balsells Rodas, Xavier Sumba, Tanmayee Narendra, Ruibo Tu, Gabriele Beate Schweikert, Hedvig Kjellström, Yingzhen Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Identifying Nonstationary Causal Structures with High-Order Markov Switching Models.

Carles Balsells Rodas, Yixin Wang, Pedro A. M. Mediano, Yingzhen Li

CoRR, 2024

Explainable Uncertainty Attribution for Sequential Recommendation.

Carles Balsells Rodas, Fan Yang, Zhishen Huang, Yan Gao

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

On the Identifiability of Switching Dynamical Systems.

Carles Balsells Rodas, Yixin Wang, Yingzhen Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

On the Identifiability of Markov Switching Models.

Carles Balsells Rodas, Yixin Wang, Yingzhen Li

CoRR, 2023

Markovian Gaussian Process Variational Autoencoders.

Harrison Zhu, Carles Balsells Rodas, Yingzhen Li

Proceedings of the International Conference on Machine Learning, 2023

2021

Causal discovery from conditionally stationary time-series.

Carles Balsells Rodas, Ruibo Tu, Hedvig Kjellström

CoRR, 2021