Publications

2024

Vitória Barin-Pacela, Kartik Ahuja, Simon Lacoste-Julien, Pascal Vincent. On the Identifiability of Quantized Factors. 3rd Conference on Causal Learning and Reasoning (CLeaR). 2024. [Paper] [Code]

2022

Antti Hyttinen, Vitória Barin-Pacela, Aapo Hyvärinen. Binary Independent Component Analysis: A Non-stationarity-based Approach. 38th Conference on Uncertainty in Artificial Intelligence (UAI). 2022. [Paper] [BLICA Code] [Binary iVAE Code]

2020

D. Belayneh, F. Carminati, A. Farbin, B. Hooberman, G. Khattak, M. Liu, J. Liu, D. Olivito, V. Barin Pacela, M. Pierini, A. Schwing, M. Spiropulu, S. Vallecorsa, J-R. Vlimant, W. Wei, and M. Zhang. Calorimetry with deep learning: particle simulation and reconstruction for collider physics. The European Physical Journal C. 80 (7), 1-31. 2020. [Paper] [Code]