Maurizio Filippone
Eurecom
H-index: 31
Europe-France
Top articles of Maurizio Filippone
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
A Multi-step Loss Function for Robust Learning of the Dynamics in Model-based Reinforcement Learning | arXiv preprint arXiv:2402.03146 | Abdelhakim Benechehab Albert Thomas Giuseppe Paolo Maurizio Filippone Balázs Kégl | 2024/2/5 |
Variational DAG Estimation via State Augmentation With Stochastic Permutations | arXiv preprint arXiv:2402.02644 | Edwin V Bonilla Pantelis Elinas He Zhao Maurizio Filippone Vassili Kitsios | 2024/2/4 |
Position Paper: Bayesian Deep Learning in the Age of Large-Scale AI | Theodore Papamarkou Maria Skoularidou Konstantina Palla Laurence Aitchison Julyan Arbel | 2024/2 | |
Spatial Bayesian neural networks | Andrew Zammit-Mangion Michael D Kaminski Ba-Hien Tran Maurizio Filippone Noel Cressie | 2024/4/5 | |
One-Line-of-Code Data Mollification Improves Optimization of Likelihood-based Generative Models | Advances in Neural Information Processing Systems 37 | Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone | 2023/5/30 |
Continuous-time functional diffusion processes | arXiv preprint arXiv:2303.00800 | Giulio Franzese Simone Rossi Dario Rossi Markus Heinonen Maurizio Filippone | 2023/3/1 |
Complex-to-real sketches for tensor products with applications to the polynomial kernel | Jonas Wacker Ruben Ohana Maurizio Filippone | 2023/4/11 | |
How much is enough? a study on diffusion times in score-based generative models | Entropy | Giulio Franzese Simone Rossi Lixuan Yang Alessandro Finamore Dario Rossi | 2023/4/7 |
When is Importance Weighting Correction Needed for Covariate Shift Adaptation? | arXiv preprint arXiv:2303.04020 | Davit Gogolashvili Matteo Zecchin Motonobu Kanagawa Marios Kountouris Maurizio Filippone | 2023/3/7 |
Multi-timestep models for Model-based Reinforcement Learning | arXiv preprint arXiv:2310.05672 | Abdelhakim Benechehab Giuseppe Paolo Albert Thomas Maurizio Filippone Balázs Kégl | 2023/10/9 |
Imposing Functional Priors on Bayesian Neural Networks. | Bogdan L Kozyrskiy Dimitrios Milios Maurizio Filippone | 2023/2/22 | |
Improving Training of Likelihood-based Generative Models with Gaussian Homotopy | Ba-Hien Tran Giulio Franzese Pietro Michiardi Maurizio Filippone | 2023/7/23 | |
Fully Bayesian autoencoders with latent sparse Gaussian processes | Ba-Hien Tran Babak Shahbaba Stephan Mandt Maurizio Filippone | 2023/7/3 | |
Improved random features for dot product kernels | arXiv preprint arXiv:2201.08712 | Jonas Wacker Motonobu Kanagawa Maurizio Filippone | 2022/1/21 |
Deep compositional spatial models | Journal of the American Statistical Association | Andrew Zammit-Mangion Tin Lok James Ng Quan Vu Maurizio Filippone | 2022/10/2 |
Variational Bootstrap for Classification | Procedia Computer Science | Bogdan Kozyrskiy Dimitrios Milios Maurizio Filippone | 2022/1/1 |
A New Look on Diffusion Times for Score-based Generative Models | Giulio Franzese Simone Rossi Lixuan Yang Alessandro Finamore Dario Rossi | 2022/7/23 | |
Locally Smoothed Gaussian Process Regression | Procedia Computer Science | Davit Gogolashvili Bogdan Kozyrskiy Maurizio Filippone | 2022/1/1 |
Revisiting the effects of stochasticity for Hamiltonian samplers | Giulio Franzese Dimitrios Milios Maurizio Filippone Pietro Michiardi | 2022/6/28 | |
All you need is a good functional prior for Bayesian deep learning | Journal of Machine Learning Research | Ba-Hien Tran Simone Rossi Dimitrios Milios Maurizio Filippone | 2022 |
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