E-LIB Suche - Ergebnisse für: Roulet, Vincent

1

Modified Gauss-Newton Algorithms under Noise:

, In: 2023 IEEE Statistical Signal Processing Workshop (SSP),

Pillutla, Krishna ; Roulet, Vincent ; Kakade, Sham M.. - p. 51-55 , 2023

2

Revisiting Convolutional Neural Networks from the Viewpoint..:

Jones, Corinne ; Roulet, Vincent ; Harchaoui, Zaid
Journal of Computational and Graphical Statistics. 32 (2023) 4 - p. 1237-1247 , 2023

Link: https://doi.org/10.1080/..

3

A Representation-Focused Training Algorithm for Deep Networ..:

, In: 2022 IEEE Data Science and Learning Workshop (DSLW),

Roulet, Vincent ; Jones, Corinne ; Harchaoui, Zaid - p. 1-6 , 2022

Link: https://doi.org/10.1109/..

4

Differentiable Programming A La Moreau:

, In: ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Roulet, Vincent ; Harchaoui, Zaid - p. 3498-3502 , 2022

Link: https://doi.org/10.1109/..

5

Discriminative clustering with representation learning with..:

Jones, Corinne ; Roulet, Vincent ; Harchaoui, Zaid
Statistics and Computing. 32 (2022) 1 - p. , 2022

Link: https://doi.org/10.1007/..

6

On the Convergence of the Iterative Linear Exponential Quad..:

, In: 2020 American Control Conference (ACC),

Roulet, Vincent ; Fazel, Maryam ; Srinivasa, Siddhartha. - p. 132-137 , 2020

Link: https://doi.org/10.23919..

7

Sharpness, Restart, and Acceleration:

Roulet, Vincent ; d'Aspremont, Alexandre
SIAM Journal on Optimization. 30 (2020) 1 - p. 262-289 , 2020

Link: https://doi.org/10.1137/..

8

Computational complexity versus statistical performance on ..:

d'Aspremont, Alexandre ; Boumal, Nicolas ; Roulet, Vincent
Information and Inference: A Journal of the IMA. 9 (2019) 1 - p. 1-32 , 2019

Link: https://doi.org/10.1093/..

9

An Elementary Approach to Convergence Guarantees of Optimiz..:

, In: 2019 57th Annual Allerton Conference on Communication, Control, and Computing (Allerton),

Roulet, Vincent ; Harchaoui, Zaid - p. 84-91 , 2019

Link: https://doi.org/10.1109/..

10

On the Interplay Between Stepsize Tuning and Progressive Sh..:

Roulet, Vincent ; Agarwala, Atish ; Pedregosa, Fabian
http://arxiv.org/abs/2312.00209. , 2023

Link: http://arxiv.org/abs/231..

11

Distributionally Robust Optimization with Bias and Variance..:

Mehta, Ronak ; Roulet, Vincent ; Pillutla, Krishna.
http://arxiv.org/abs/2310.13863. , 2023

Link: http://arxiv.org/abs/231..

12

Modified Gauss-Newton Algorithms under Noise:

Pillutla, Krishna ; Roulet, Vincent ; Kakade, Sham.
http://arxiv.org/abs/2305.10634. , 2023

Link: http://arxiv.org/abs/230..

13

Dual Gauss-Newton Directions for Deep Learning:

Roulet, Vincent ; Blondel, Mathieu
http://arxiv.org/abs/2308.08886. , 2023

Link: http://arxiv.org/abs/230..

14

Complexity Bounds of Iterative Linear Quadratic Optimizatio..:

Roulet, Vincent ; Srinivasa, Siddhartha ; Fazel, Maryam.
http://arxiv.org/abs/2204.02322. , 2022

Link: http://arxiv.org/abs/220..

15

Iterative Linear Quadratic Optimization for Nonlinear Contr..:

Roulet, Vincent ; Srinivasa, Siddhartha ; Fazel, Maryam.
http://arxiv.org/abs/2207.06362. , 2022

Link: http://arxiv.org/abs/220..