Carles Balsells-Rodas

PhD student, Imperial College London, Imperial College London

Joined

January 2021

Names

Carles Balsells-Rodas (Preferred)

Carles Balsells Rodas

Emails

****@kth.se (Confirmed)

****@imperial.ac.uk (Confirmed)

Personal Links

Google Scholar

Career & Education History

PhD student

Imperial College London, Imperial College London (imperial.ac.uk)

2021 – Present

MS student

KTH Royal Institute of Technology, Stockholm, Sweden (kth.se)

2019 – 2021

Undergrad student

Universitat Politècnica de Catalunya (upc.edu)

2014 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Structured Coupling for Flow Matching
Xavier Sumba, Carles Balsells-Rodas, Yingzhen Li
- SPIGM @ ICML Oral
- Readers: Everyone
End-to-End Identifiable and Consistent Recurrent Switching Dynamical Systems
Carles Balsells-Rodas, Zhengrui Xiang, Xavier Sumba, Yingzhen Li
- SPIGM @ ICML Poster
- Readers: Everyone
Causal Representation Learning and Inference via Mixture-Based Priors
Avinash Kori, Carles Balsells-Rodas, Ben Glocker, Yingzhen Li, Francesco Locatello
- ICLR 2025 DeLTa Workshop Poster
- Readers: Everyone
Causal Discovery from Conditionally Stationary Time Series
Carles Balsells-Rodas, Xavier Sumba, Tanmayee Narendra, Ruibo Tu, Gabriele Schweikert, Hedvig Kjellstrom, Yingzhen Li
- ICML 2025 poster
- Readers: Everyone
On the Identifiability of Switching Dynamical Systems
Carles Balsells-Rodas, Yixin Wang, Yingzhen Li
- ICML 2024 Poster
- Readers: Everyone
On the Identifiability of Switching Dynamical Systems
Carles Balsells-Rodas, Yixin Wang, Yingzhen Li
- Submitted to ICLR 2024
- Readers: Everyone
On the Identifiability of Markov Switching Models
Carles Balsells-Rodas, Yixin Wang, Yingzhen Li
- 1st SPIGM @ ICML Poster
- Readers: Everyone
Markovian Gaussian Process Variational Autoencoders
Harrison Zhu, Carles Balsells-Rodas, Yingzhen Li
- ICML 2023 Poster
- Readers: Everyone
Causal discovery from conditionally stationary time series
Carles Balsells Rodas, Ruibo Tu, Hedvig Kjellstrom, Yingzhen Li
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
Causal Discovery from Conditionally Stationary Time Series
Carles Balsells Rodas, Ruibo Tu, Yingzhen Li, Hedvig Kjellstrom
- Published: 09 Jul 2022, Last Modified: 05 May 2023
- CRL@UAI 2022 Poster
- Readers: Everyone

View all 12 publications