Vincent Roulet
University of Washington
H-index: 7
North America-United States
Top articles of Vincent Roulet
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
The Elements of Differentiable Programming | Mathieu Blondel Vincent Roulet | 2024/3/21 | |
Distributionally Robust Optimization with Bias and Variance Reduction | Ronak Mehta Vincent Roulet Krishna Pillutla Zaid Harchaoui | 2024 | |
Revisiting Convolutional Neural Networks from the Viewpoint of Kernel-Based Methods | Journal of Computational and Graphical Statistics | Corinne Jones Vincent Roulet Zaid Harchaoui | 2023/10/2 |
Dual Gauss-Newton Directions for Deep Learning | arXiv preprint arXiv:2308.08886 | Vincent Roulet Mathieu Blondel | 2023/8/17 |
Modified Gauss-Newton Algorithms under Noise | Krishna Pillutla Vincent Roulet Sham M Kakade Zaid Harchaoui | 2023/7/2 | |
Stochastic optimization for spectral risk measures | Ronak Mehta Vincent Roulet Krishna Pillutla Lang Liu Zaid Harchaoui | 2023 | |
On the Interplay Between Stepsize Tuning and Progressive Sharpening | Vincent Roulet Atish Agarwala Fabian Pedregosa | 2023/12/13 | |
Target Propagation via Regularized Inversion for Recurrent Neural Networks | Transactions on Machine Learning Research | Vincent Roulet Zaid Harchaoui | 2022/7/19 |
A Representation-Focused Training Algorithm for Deep Networks | Vincent Roulet Corinne Jones Zaid Harchaoui | 2022 | |
Complexity bounds of iterative linear quadratic optimization algorithms for discrete time nonlinear control | arXiv preprint arXiv:2204.02322 | Vincent Roulet Siddhartha Srinivasa Maryam Fazel Zaid Harchaoui | 2022/4/5 |
The Trade-offs of Incremental Linearization Algorithms for Nonsmooth Composite Problems | Preprint | Krishna Pillutla Vincent Roulet SM Kakade Zaid Harchaoui | 2022 |
On the Smoothing of Deep Networks | Vincent Roulet Zaid Harchaoui | 2021/3/24 | |
Target propagation via regularized inversion | TMLR | Vincent Roulet Zaid Harchaoui | 2022 |
On the Convergence of the Iterative Linear Exponential Quadratic Gaussian Algorithm to Stationary Points | Vincent Roulet Maryam Fazel Siddhartha Srinivasa Zaid Harchaoui | 2020/7/1 | |
Sharpness, Restart and Acceleration | Advances in Neural Information Processing Systems | Vincent Roulet Alexandre d'Aspremont | 2017 |
Co-Authors
