Autori: Pontil Massimiliano
| Naslov | The seeds of the future are in the present: A blind exploration of metastable states (Article) |
| Autori | Devergne Timothee Kostic Vladimir R Pontil Massimiliano Parrinello Michele |
| Info | PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, (2026), vol. 123 br. 5, str. - |
| Projekat | Data Science and Computation Facility; European Union-NextGenerationEU initiative; Italian National Recovery and Resilience Plan from the Ministry of University and Research [PE0000013 CUP J53C22003010006]; EU Project ELIAS [101120237] |
| Ispravka | ISI/Web of Science Članak Elečas Rang časopisa |
| Naslov | Laplace Transform Based Low-Complexity Learning of Continuous Markov Semigroups (Proceedings Paper) |
| Autori | Kostic Vladimir R Lounici Karim Halconruy Helene Devergne Timothee Novelli Pietro Pontil Massimiliano |
| Info | INTERNATIONAL CONFERENCE ON MACHINE LEARNING, (2025), vol. 267 br. , str. 31560-31589 |
| Projekat | EU Project ELIAS [101120237]; European Union; Italian National Recovery and Resilience Plan through the Ministry of University and Research (MUR) [PE0000013 CUP J53C22003010006]; French National Research Agency [ANR-24-CE40-3341] |
| Ispravka | ISI/Web of Science |
| Naslov | Sharp Spectral Rates for Koopman Operator Learning (Proceedings Paper) |
| Autori | Kostic Vladimir R Lounici Karim Novelli Pietro Pontil Massimiliano |
| Info | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), (2023), vol. br. , str. - |
| Projekat | PNRR MUR Project - European Union - NextGenerationEU [PE000013 CUP J53C22003010006]; EU Project ELIAS [101120237] |
| Ispravka | ISI/Web of Science |
| Naslov | Estimating Koopman operators with sketching to provably learn large scale dynamical systems (Proceedings Paper) |
| Autori | Meanti Giacomo Chatalic Antoine Kostic Vladimir R Novelli Pietro Pontil Massimiliano Rosasco Lorenzo |
| Info | ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), (2023), vol. br. , str. - |
| Projekat | European Research Council (ERC) under the European Union [819789]; European Research Council [SLING 819789]; AFOSR [FA9550-18-1-7009, FA9550-17-1-0390, BAA-AFRL-AFOSR2016-0007]; (European Office of Aerospace Research and Development); EU H2020-MSCA-RISE project [NoMADS -DLV-777826]; Center for Brains, Minds and Machines (CBMM) - NSF STC [CCF-1231216, PE0000013-FAIR]; European Union [951847, 101070617] |
| Ispravka | ISI/Web of Science |
| Naslov | Batch Greenkhorn Algorithm for Entropic-Regularized Multimarginal Optimal Transport: Linear Rate of Convergence and Iteration Complexity (Proceedings Paper) |
| Autori | Kostic Vladimir R Salzo Saverio Pontil Massimiliano |
| Info | INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 162, (2022), vol. br. , str. - |
| Ispravka | ISI/Web of Science |
