| A Simple Baseline Algorithm for Graph Classification N de Lara, E Pineau Relational Representation Learning Workshop, NIPS 2018, 2018 | 69* | 2018 |
| Importance of ESG factors in sovereign credit ratings E Pineau, P Le, R Estran Finance Research Letters 49, 102966, 2022 | 19 | 2022 |
| InfoCatVAE: representation learning with categorical variational autoencoders E Pineau, M Lelarge arXiv preprint arXiv:1806.08240, 2018 | 15 | 2018 |
| Seq2VAR: multivariate time series representation with relational neural networks and linear autoregressive model E Pineau, S Razakarivony, T Bonald Advanced Analytics and Learning on Temporal Data. AALTD 2019, Lecture Notes …, 2019 | 7 | 2019 |
| Variational Recurrent Neural Networks for Graph Classification E Pineau, N de Lara Representation Learning on Graphs and Manifolds Workshop, ICLR 2019, 2019 | 6* | 2019 |
| Sensitivity of probabilities of default to carbon price E Pineau, R Estran, L Delzant, E Hériard Dubreuil Variances, 2022 | 4* | 2022 |
| Unsupervised ageing detection of mechanical systems on a causality graph E Pineau, S Razakarivony, T Bonald 2020 19th IEEE International Conference on Machine Learning and Applications …, 2020 | 4 | 2020 |
| Using laplacian spectrum as graph feature representation E Pineau arXiv preprint arXiv:1912.00735, 2019 | 4 | 2019 |
| Time Series Source Separation with Slow Flows E Pineau, S Razakarivony, T Bonald Invertible Neural Networks, Normalizing Flows, and Explicit Likelihood …, 2020 | 2 | 2020 |
| Three PD-LGD models for a stress test exercise E Pineau | 1 | 2023 |
| Assessment of the sensitivity of transition matrices to carbon price with value chain effect E Pineau, E Zuñiga Available at SSRN 4369553, 2023 | 1 | 2023 |
| Method for evaluating the relative state of an aircraft engine EGHM Pineau, SP Razakarivony, TPL Bonald US Patent App. 18/004,258, 2023 | | 2023 |
| Universal hidden monotonic trend estimation with contrastive learning E Pineau, S Razakarivony, M Gonzalez, A Schrapffer Science and Information Conference, 507-521, 2023 | | 2023 |
| Optimal Hedging of French Savings Products E Pineau, M Gonzalez, R ESTRAN, JP Guichar Available at SSRN 4107249, 2022 | | 2022 |
| A multi-observation HMM with applications to credit quality of a portfolio M Gonzalez, E Pineau, R Estran Preprint, 2022 | | 2022 |
| Contributions to representation learning of multivariate time series and graphs E Pineau Institut polytechnique de Paris, 2020 | | 2020 |
Nathan de LaraFranceVerified email at polytechnique.org
