← Authors

Jean-philippe Vert

24 papers · 2005–2025 · 4 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (20) 🌍 Conference Polyglot (4) πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (7) πŸ—ΊοΈ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) 🐣 Hot Topic Early Bird πŸ† Keyword Champion 🌱 Topic Pioneer πŸ’Ž Century Club (24) πŸ”₯ Unstoppable (6) πŸ—ƒοΈ Keyword Collector (52) πŸ“ˆ Trend Setter πŸš€ Conference Pioneer

Conferences

NIPS (10) ICML (7) JMLR (5) AISTATS (2)

Top co-authors

Marco Cuturi (6) Francis Bach (5) Quentin Berthet (3) Olivier Teboul (3) Mathieu Blondel (3) Adeline Fermanian (2) Emile Richard (2) Francis R. Bach (2) GΓ©rard Biau (2) Pierre Marion (2)

Keywords

kernel methods (7) convex optimization (4) optimal transport (2) entropic regularization (2) change-point detection (2) convex relaxation (2) reproducing kernel hilbert space (2) permutation kernel (2) positive definite kernel (2) multi-task learning (1) hyperparameter optimization (1) structured prediction (1) collaborative filtering (1) metric learning (1) time series analysis (1) anomaly detection (1) compressed sensing (1) low-rank decomposition (1) automatic differentiation (1) supervised learning (1)

Papers

Scaling ResNets in the Large-depth Regime JMLR 2025
Regression as Classification: Influence of Task Formulation on Neural Network Features AISTATS 2023
Efficient and Modular Implicit Differentiation NIPS 2022
On Mixup Regularization JMLR 2022
Differentiable Divergences Between Time Series AISTATS 2021
Framing RNN as a kernel method: A neural ODE approach NIPS 2021
Reverse-Complement Equivariant Networks for DNA Sequences NIPS 2021
Supervised Quantile Normalization for Low Rank Matrix Factorization ICML 2020
Learning with Differentiable Pertubed Optimizers NIPS 2020
kernelPSI: a Post-Selection Inference Framework for Nonlinear Variable Selection ICML 2019
Differentiable Ranking and Sorting using Optimal Transport NIPS 2019
The Weighted Kendall and High-order Kernels for Permutations ICML 2018
Relating Leverage Scores and Density using Regularized Christoffel Functions NIPS 2018
WHInter: A Working set algorithm for High-dimensional sparse second order Interaction models ICML 2018
The Kendall and Mallows Kernels for Permutations ICML 2015
Tight convex relaxations for sparse matrix factorization NIPS 2014
Learning Sparse Penalties for Change-point Detection using Max Margin Interval Regression ICML 2013
Intersecting singularities for multi-structured estimation ICML 2013
Fast detection of multiple change-points shared by many signals using group LARS NIPS 2010
A New Approach to Collaborative Filtering: Operator Estimation with Spectral Regularization JMLR 2009
White Functionals for Anomaly Detection in Dynamical Systems NIPS 2009
Clustered Multi-Task Learning: A Convex Formulation NIPS 2008
Consistency and Convergence Rates of One-Class SVMs and Related Algorithms JMLR 2006
Semigroup Kernels on Measures JMLR 2005