| Adversarial Robustness Toolbox v1. 0.0 N Maria-Irina, M Sinn, MN Tran, A Rawat, M Wistuba, V Zantedeschi, ... arXiv preprint arXiv:1807.01069, 2018 | 863* | 2018 |
| Efficient defenses against adversarial attacks V Zantedeschi, MI Nicolae, A Rawat Proceedings of the 10th ACM workshop on artificial intelligence and security …, 2017 | 420 | 2017 |
| Lag-llama: Towards foundation models for time series forecasting K Rasul, A Ashok, AR Williams, A Khorasani, G Adamopoulos, ... arXiv preprint arXiv:2310.08278, 2023 | 409 | 2023 |
| Fully decentralized joint learning of personalized models and collaboration graphs V Zantedeschi, A Bellet, M Tommasi International Conference on Artificial Intelligence and Statistics, 864-874, 2020 | 111 | 2020 |
| Insights from an autism imaging biomarker challenge: promises and threats to biomarker discovery N Traut, K Heuer, G Lemaître, A Beggiato, D Germanaud, M Elmaleh, ... NeuroImage 255, 119171, 2022 | 80 | 2022 |
| Causal discovery with language models as imperfect experts S Long, A Piché, V Zantedeschi, T Schuster, A Drouin Structured Probabilistic Inference & Generative Modeling (SPIGM) workshop at …, 2023 | 64 | 2023 |
| RaVÆn: unsupervised change detection of extreme events using ML on-board satellites V Růžička, A Vaughan, D De Martini, J Fulton, V Salvatelli, C Bridges, ... Scientific reports 12 (1), 16939, 2022 | 55 | 2022 |
| Context is key: A benchmark for forecasting with essential textual information AR Williams, A Ashok, É Marcotte, V Zantedeschi, J Subramanian, ... arXiv preprint arXiv:2410.18959, 2024 | 41 | 2024 |
| RainBench: Towards data-driven global precipitation forecasting from satellite imagery CS de Witt, C Tong, V Zantedeschi, D De Martini, A Kalaitzis, M Chantry, ... Proceedings of the AAAI conference on artificial intelligence 35 (17), 14902 …, 2021 | 36 | 2021 |
| TACTis-2: Better, faster, simpler attentional copulas for multivariate time series A Ashok, É Marcotte, V Zantedeschi, N Chapados, A Drouin International Conference on Learning Representations 2024, 2023 | 33 | 2023 |
| Learning binary decision trees by argmin differentiation V Zantedeschi, M Kusner, V Niculae International Conference on Machine Learning, 12298-12309, 2021 | 32* | 2021 |
| Cumulo: A Dataset for Learning Cloud Classes V Zantedeschi, F Falasca, A Douglas, R Strange, MJ Kusner, ... Tackling Climate Change with Machine Learning, NeurIPS 2019 Workshop, 2019 | 31 | 2019 |
| Repliqa: A question-answering dataset for benchmarking llms on unseen reference content J Monteiro, PA Noel, E Marcotte, S Rajeswar, V Zantedeschi, D Vazquez, ... Advances in Neural Information Processing Systems 37, 24242-24276, 2024 | 25 | 2024 |
| Learning stochastic majority votes by minimizing a PAC-Bayes generalization bound V Zantedeschi, P Viallard, E Morvant, R Emonet, A Habrard, P Germain, ... Advances in Neural Information Processing Systems 34, 455-467, 2021 | 23 | 2021 |
| Metric learning as convex combinations of local models with generalization guarantees V Zantedeschi, R Emonet, M Sebban Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016 | 19* | 2016 |
| Insightbench: Evaluating business analytics agents through multi-step insight generation G Sahu, A Puri, J Rodriguez, A Abaskohi, M Chegini, A Drouin, ... arXiv preprint arXiv:2407.06423, 2024 | 18 | 2024 |
| Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts É Marcotte, V Zantedeschi, A Drouin, N Chapados ICML, 2023 | 18 | 2023 |
| DAG learning on the permutahedron V Zantedeschi, L Franceschi, J Kaddour, MJ Kusner, V Niculae ICLR, 2023 | 16 | 2023 |
| On margins and generalisation for voting classifiers F Biggs, V Zantedeschi, B Guedj Advances in Neural Information Processing Systems 35, 2022 | 15 | 2022 |
| Fast and provably effective multi-view classification with landmark-based svm V Zantedeschi, R Emonet, M Sebban Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 14 | 2018 |
Alexandre DrouinHead of Frontier AI Research, ServiceNow Research - Adjunct Professor, ULaval, MilaVerified email at elementai.com
