Vincent Roulet

ORCID

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 30

Top Venues

École Normale Supérieure, Paris, France (PHD)

Education History

École Normale Supérieure, Paris, France

PHD

Publications

Mathieu Blondel, Vincent Roulet
The Elements of Differentiable Programming. CoRR (2024)
Vincent Roulet, Atish Agarwala, Jean-Bastien Grill, Grzegorz Swirszcz, Mathieu Blondel, Fabian Pedregosa
Stepping on the Edge: Curvature Aware Learning Rate Tuners. CoRR (2024)
Ronak Mehta, Vincent Roulet, Krishna Pillutla, Zaïd Harchaoui
Distributionally Robust Optimization with Bias and Variance Reduction. ICLR (2024)
Vincent Roulet, Atish Agarwala, Fabian Pedregosa
On the Interplay Between Stepsize Tuning and Progressive Sharpening. CoRR (2023)
Vincent Roulet, Zaïd Harchaoui
Target Propagation via Regularized Inversion for Recurrent Neural Networks. Trans. Mach. Learn. Res. 2023 (2023)
Corinne Jones, Vincent Roulet, Zaïd Harchaoui
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods. J. Comput. Graph. Stat. 32 (4) (2023)
Ronak Mehta, Vincent Roulet, Krishna Pillutla, Zaïd Harchaoui
Distributionally Robust Optimization with Bias and Variance Reduction. CoRR (2023)
Krishna Pillutla, Vincent Roulet, Sham M. Kakade, Zaïd Harchaoui
Modified Gauss-Newton Algorithms under Noise. CoRR (2023)
Krishna Pillutla, Vincent Roulet, Sham M. Kakade, Zaïd Harchaoui
Modified Gauss-Newton Algorithms under Noise. SSP (2023)
Ronak Mehta, Vincent Roulet, Krishna Pillutla, Lang Liu, Zaïd Harchaoui
Stochastic Optimization for Spectral Risk Measures. AISTATS (2023)
Vincent Roulet, Mathieu Blondel
Dual Gauss-Newton Directions for Deep Learning. CoRR (2023)
Corinne Jones, Vincent Roulet, Zaïd Harchaoui
Discriminative clustering with representation learning with any ratio of labeled to unlabeled data. Stat. Comput. 32 (1) (2022)
Vincent Roulet, Siddhartha S. Srinivasa, Maryam Fazel, Zaïd Harchaoui
Iterative Linear Quadratic Optimization for Nonlinear Control: Differentiable Programming Algorithmic Templates. CoRR (2022)
Vincent Roulet, Zaïd Harchaoui
Differentiable Programming A La Moreau. ICASSP (2022)
Ronak Mehta, Vincent Roulet, Krishna Pillutla, Lang Liu, Zaïd Harchaoui
Stochastic Optimization for Spectral Risk Measures. CoRR (2022)
Vincent Roulet, Zaïd Harchaoui
On the Smoothing of Deep Networks. CISS (2021)
Vincent Roulet, Zaïd Harchaoui
Target Propagation via Regularized Inversion. CoRR (2021)
Vincent Roulet, Zaïd Harchaoui
An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks. CoRR (2020)
Vincent Roulet, Zaïd Harchaoui
Differentiable Programming à la Moreau. CoRR (2020)
Vincent Roulet, Alexandre d'Aspremont
Sharpness, Restart, and Acceleration. SIAM J. Optim. 30 (1) (2020)
Vincent Roulet, Maryam Fazel, Siddhartha S. Srinivasa, Zaïd Harchaoui
On the Convergence of the Iterative Linear Exponential Quadratic Gaussian Algorithm to Stationary Points. ACC (2020)
Corinne Jones, Vincent Roulet, Zaïd Harchaoui
Kernel-based Translations of Convolutional Networks. CoRR (2019)
Venkata Krishna Pillutla, Vincent Roulet, Sham M. Kakade, Zaïd Harchaoui
A Smoother Way to Train Structured Prediction Models. CoRR (2019)
Vincent Roulet, Zaïd Harchaoui
An Elementary Approach to Convergence Guarantees of Optimization Algorithms for Deep Networks. Allerton (2019)
Vincent Roulet, Dmitriy Drusvyatskiy, Siddhartha S. Srinivasa, Zaïd Harchaoui
Iterative Linearized Control: Stable Algorithms and Complexity Guarantees. ICML (2019)
Corinne Jones, Vincent Roulet, Zaïd Harchaoui
End-to-end Learning, with or without Labels. CoRR (2019)
Venkata Krishna Pillutla, Vincent Roulet, Sham M. Kakade, Zaïd Harchaoui
A Smoother Way to Train Structured Prediction Models. NeurIPS (2018)
Damien Scieur, Vincent Roulet, Francis R. Bach, Alexandre d'Aspremont
Integration Methods and Optimization Algorithms. NIPS (2017)
Vincent Roulet, Alexandre d'Aspremont
Sharpness, Restart and Acceleration. NIPS (2017)
Vincent Roulet, Fajwel Fogel, Alexandre d'Aspremont, Francis R. Bach
Supervised Clustering in the Data Cube. CoRR (2015)

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Publication Activity (10 Years)

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Vincent Roulet