Markovian Gaussian process variational autoencoders H Zhu, C Balsells-Rodas, Y Li International Conference on Machine Learning, 42938-42961, 2023 | 13 | 2023 |
On the Identifiability of Switching Dynamical Systems C Balsells-Rodas, Y Wang, Y Li International Conference on Machine Learning, 2639-2672, 2024 | 4* | 2024 |
Causal discovery from conditionally stationary time-series C Balsells Rodas, R Tu, H Kjellstrom, Y Li arXiv preprint arXiv:2110.06257, 2021 | 3 | 2021 |
Re-Hamiltonian Generative Networks CB Rodas, O Canal, F Taschin ML Reproducibility Challenge 2020, 2020 | 1 | 2020 |
Explainable Uncertainty Attribution for Sequential Recommendation C Balsells-Rodas, F Yang, Z Huang, Y Gao Proceedings of the 47th International ACM SIGIR Conference on Research and …, 2024 | | 2024 |
Identifying Nonstationary Causal Structures with High-Order Markov Switching Models C Balsells-Rodas, Y Wang, PAM Mediano, Y Li arXiv preprint arXiv:2406.17698, 2024 | | 2024 |