| Functional Isolation Forest G Staerman, P Mozharovskyi, S Clémençon, F d'Alché-Buc Asian Conference of Machine Learning, 332-347, 2019 | 48 | 2019 |
| Automatic Text Evaluation through the Lens of Wasserstein Barycenters P Colombo, G Staerman, C Clavel, P Piantanida Conference on Empirical Methods in Natural Language Processing, 10450--10466, 2021 | 23* | 2021 |
| When ot meets mom: Robust estimation of wasserstein distance G Staerman, P Laforgue, P Mozharovskyi, F d’Alché-Buc International Conference on Artificial Intelligence and Statistics, 136-144, 2021 | 21 | 2021 |
| The area of the convex hull of sampled curves: a robust functional statistical depth measure G Staerman, P Mozharovskyi, S Clémen International Conference on Artificial Intelligence and Statistics, 570-579, 2020 | 14 | 2020 |
| A pseudo-metric between probability distributions based on depth-trimmed regions G Staerman, P Mozharovskyi, P Colombo, S Clémençon, F d'Alché-Buc arXiv preprint arXiv:2103.12711, 2021 | 11* | 2021 |
| Generalization bounds in the presence of outliers: a median-of-means study P Laforgue, G Staerman, S Clémençon International Conference on Machine Learning, 5937-5947, 2021 | 9* | 2021 |
| Affine-invariant integrated rank-weighted depth: Definition, properties and finite sample analysis G Staerman, P Mozharovskyi, S Clémençon arXiv preprint arXiv:2106.11068, 2021 | 7 | 2021 |
| Functional anomaly detection: a benchmark study G Staerman, E Adjakossa, P Mozharovskyi, V Hofer, J Sen Gupta, ... International Journal of Data Science and Analytics, 1-17, 2022 | 6 | 2022 |
| Learning Disentangled Textual Representations via Statistical Measures of Similarity P Colombo, G Staerman, N Noiry, P Piantanida 60th Annual Meeting of the Association for Computational Linguistics, 2614–2630, 2022 | 5 | 2022 |
| Functional anomaly detection and robust estimation G Staerman Institut polytechnique de Paris, 2022 | 4 | 2022 |
| Unsupervised Layer-wise Score Aggregation for Textual OOD Detection M Darrin, G Staerman, EDC Gomes, JCK Cheung, P Piantanida, ... arXiv preprint arXiv:2302.09852, 2023 | | 2023 |
| FaDIn: Fast Discretized Inference for Hawkes Processes with General Parametric Kernels G Staerman, C Allain, A Gramfort, T Moreau arXiv preprint arXiv:2210.04635, 2022 | | 2022 |
| Beyond Mahalanobis Distance for Textual OOD Detection P Colombo, EDC Gomes, G Staerman, N Noiry, P Piantanida Advances in Neural Information Processing Systems, 2022 | | 2022 |
| A Functional Perspective on Multi-Layer Out-of-Distribution Detection EDC Gomes, P Colombo, G Staerman, N Noiry, P Piantanida | | |
| A Simple Unsupervised Data Depth-based Method to Detect Adversarial Images M Picot, G Staerman, F Granese, N Noiry, F Messina, P Piantanida, ... | | |
Pavlo MozharovskyiLTCI, Telecom Paris, Institut Polytechnique de ParisVerified email at telecom-paris.fr
