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- Jean-Philippe Vert
PSL University, France
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Publication search results
found 134 matches
- 2023
- Nelle Varoquaux, William S. Noble, Jean-Philippe Vert:
Inference of 3D genome architecture by modeling overdispersion of Hi-C data. Bioinform. 39(1) (2023) - Lawrence Stewart, Francis R. Bach, Quentin Berthet, Jean-Philippe Vert:
Regression as Classification: Influence of Task Formulation on Neural Network Features. AISTATS 2023: 11563-11582 - 2022
- Ran Zhang, Laetitia Meng-Papaxanthos, Jean-Philippe Vert, William Stafford Noble:
Multimodal Single-Cell Translation and Alignment with Semi-Supervised Learning. J. Comput. Biol. 29(11): 1198-1212 (2022) - Luigi Carratino, Moustapha Cissé, Rodolphe Jenatton, Jean-Philippe Vert:
On Mixup Regularization. J. Mach. Learn. Res. 23: 325:1-325:31 (2022) - Mathieu Blondel, Quentin Berthet, Marco Cuturi, Roy Frostig, Stephan Hoyer, Felipe Llinares-López, Fabian Pedregosa, Jean-Philippe Vert:
Efficient and Modular Implicit Differentiation. NeurIPS 2022 - Ran Zhang, Laetitia Meng-Papaxanthos, Jean-Philippe Vert, William Stafford Noble:
Semi-supervised Single-Cell Cross-modality Translation Using Polarbear. RECOMB 2022: 20-35 - Pierre Marion, Adeline Fermanian, Gérard Biau, Jean-Philippe Vert:
Scaling ResNets in the Large-depth Regime. CoRR abs/2206.06929 (2022) - Lawrence Stewart, Francis R. Bach, Quentin Berthet, Jean-Philippe Vert:
Regression as Classification: Influence of Task Formulation on Neural Network Features. CoRR abs/2211.05641 (2022) - 2021
- Tomasz Wojciech Nowak, Mariusz Sepczuk, Zbigniew Kotulski, Wojciech Niewolski, Rafal Artych, Krzysztof Bocianiak, Tomasz Osko, Jean-Philippe Wary:
Verticals in 5G MEC-Use Cases and Security Challenges. IEEE Access 9: 87251-87298 (2021) - Mathieu Blondel, Arthur Mensch, Jean-Philippe Vert:
Differentiable Divergences Between Time Series. AISTATS 2021: 3853-3861 - Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau:
Framing RNN as a kernel method: A neural ODE approach. NeurIPS 2021: 3121-3134 - Vincent Mallet, Jean-Philippe Vert:
Reverse-Complement Equivariant Networks for DNA Sequences. NeurIPS 2021: 13511-13523 - Mathieu Blondel, Quentin Berthet, Marco Cuturi, Roy Frostig, Stephan Hoyer, Felipe Llinares-López, Fabian Pedregosa, Jean-Philippe Vert:
Efficient and Modular Implicit Differentiation. CoRR abs/2105.15183 (2021) - Adeline Fermanian, Pierre Marion, Jean-Philippe Vert, Gérard Biau:
Framing RNN as a kernel method: A neural ODE approach. CoRR abs/2106.01202 (2021) - 2020
- Pierre-Cyril Aubin-Frankowski, Jean-Philippe Vert:
Gene regulation inference from single-cell RNA-seq data with linear differential equations and velocity inference. Bioinform. 36(18): 4774-4780 (2020) - Marco Cuturi, Olivier Teboul, Jonathan Niles-Weed, Jean-Philippe Vert:
Supervised Quantile Normalization for Low Rank Matrix Factorization. ICML 2020: 2269-2279 - Quentin Berthet, Mathieu Blondel, Olivier Teboul, Marco Cuturi, Jean-Philippe Vert, Francis R. Bach:
Learning with Differentiable Pertubed Optimizers. NeurIPS 2020 - Marco Cuturi, Olivier Teboul, Jonathan Niles-Weed, Jean-Philippe Vert:
Supervised Quantile Normalization for Low-rank Matrix Approximation. CoRR abs/2002.03229 (2020) - Quentin Berthet, Mathieu Blondel, Olivier Teboul, Marco Cuturi, Jean-Philippe Vert, Francis R. Bach:
Learning with Differentiable Perturbed Optimizers. CoRR abs/2002.08676 (2020) - Imke Mayer, Julie Josse, Félix Raimundo, Jean-Philippe Vert:
MissDeepCausal: Causal Inference from Incomplete Data Using Deep Latent Variable Models. CoRR abs/2002.10837 (2020) - Marco Cuturi, Olivier Teboul, Jean-Philippe Vert:
Noisy Adaptive Group Testing using Bayesian Sequential Experimental Design. CoRR abs/2004.12508 (2020) - Luigi Carratino, Moustapha Cissé, Rodolphe Jenatton, Jean-Philippe Vert:
On Mixup Regularization. CoRR abs/2006.06049 (2020) - Mathieu Blondel, Arthur Mensch, Jean-Philippe Vert:
Differentiable Divergences Between Time Series. CoRR abs/2010.08354 (2020) - Mona Ezzadeen, D. Bosch, Bastien Giraud, S. Barraud, Jean-Philippe Noël, Didier Lattard, Joris Lacord, Jean-Michel Portal, François Andrieu:
Ultra-High-density 3D vertical RRAM with stacked JunctionLess nanowires for In-Memory-Computing applications. CoRR abs/2012.00061 (2020) - 2019
- Romain Menegaux, Jean-Philippe Vert:
Continuous Embeddings of DNA Sequencing Reads and Application to Metagenomics. J. Comput. Biol. 26(6): 509-518 (2019) - Olivier Collier, Véronique Stoven, Jean-Philippe Vert:
LOTUS: A single- and multitask machine learning algorithm for the prediction of cancer driver genes. PLoS Comput. Biol. 15(9) (2019) - Lotfi Slim, Clément Chatelain, Chloé-Agathe Azencott, Jean-Philippe Vert:
kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection. ICML 2019: 5857-5865 - Marco Cuturi, Olivier Teboul, Jean-Philippe Vert:
Differentiable Ranking and Sorting using Optimal Transport. NeurIPS 2019: 6858-6868 - Alexandra Gesine Cauer, Gürkan Yardimci, Jean-Philippe Vert, Nelle Varoquaux, William Stafford Noble:
Inferring Diploid 3D Chromatin Structures from Hi-C Data. WABI 2019: 11:1-11:13 - Jie Liu, Yuanhao Huang, Ritambhara Singh, Jean-Philippe Vert, William Stafford Noble:
Jointly Embedding Multiple Single-Cell Omics Measurements. WABI 2019: 10:1-10:13
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