Rafael Ballester-Ripoll
IE University
H-index: 11
Europe-Spain
Top articles of Rafael Ballester-Ripoll
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Computing Statistical Moments Via Tensorization of Polynomial Chaos Expansions | SIAM/ASA Journal on Uncertainty Quantification | Rafael Ballester-Ripoll | 2024/6/30 |
The YODO algorithm: An efficient computational framework for sensitivity analysis in Bayesian networks | International Journal of Approximate Reasoning | Rafael Ballester-Ripoll Manuele Leonelli | 2023/8/1 |
High-dimensional scalar function visualization using principal parameterizations | The Visual Computer | Rafael Ballester-Ripoll Gaudenz Halter Renato Pajarola | 2023/6/23 |
You only derive once (YODO): automatic differentiation for efficient sensitivity analysis in Bayesian networks | Rafael Ballester-Ripoll Manuele Leonelli | 2022/6/17 | |
Computing Sobol indices in probabilistic graphical models | Reliability Engineering & System Safety | Rafael Ballester-Ripoll Manuele Leonelli | 2022/9/1 |
Are quantum computers practical yet? a case for feature selection in recommender systems using tensor networks | arXiv preprint arXiv:2205.04490 | Artyom Nikitin Andrei Chertkov Rafael Ballester-Ripoll Ivan Oseledets Evgeny Frolov | 2022/5/9 |
Tensor approximation of cooperative games and their semivalues | International Journal of Approximate Reasoning | Rafael Ballester-Ripoll | 2022/3/1 |
tntorch: Tensor network learning with PyTorch | Journal of Machine Learning Research | Mikhail Usvyatsov Rafael Ballester-Ripoll Konrad Schindler | 2022 |
SenVis: Interactive Tensor‐based Sensitivity Visualization | Computer Graphics Forum | Haiyan Yang Rafael Ballester‐Ripoll Renato Pajarola | 2021/6 |
Cherry-picking gradients: Learning low-rank embeddings of visual data via differentiable cross-approximation | Mikhail Usvyatsov Anastasia Makarova Rafael Ballester-Ripoll Maxim Rakhuba Andreas Krause | 2021 | |
Tensor approximation for multidimensional and multivariate data | Renato Pajarola Susanne K Suter Rafael Ballester-Ripoll Haiyan Yang | 2021 |
