E-LIB Suche - Ergebnisse für: Bach, Francis

1

Sum-of-Squares Relaxations for Information Theory and Varia..:

Bach, Francis
Foundations of Computational Mathematics. , 2024

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

2

High-Dimensional Analysis of Double Descent for Linear Regr..:

Bach, Francis
SIAM Journal on Mathematics of Data Science. 6 (2024) 1 - p. 26-50 , 2024

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

3

Finding global minima via kernel approximations:

Rudi, Alessandro ; Marteau-Ferey, Ulysse ; Bach, Francis
Mathematical Programming. , 2024

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

4

Sum-of-squares relaxations for polynomial min–max problems ..:

Bach, Francis
Mathematical Programming. , 2024

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

5

Optimal Estimation of Smooth Transport Maps with Kernel SoS:

Vacher, Adrien ; Muzellec, Boris ; Bach, Francis..
SIAM Journal on Mathematics of Data Science. 6 (2024) 2 - p. 311-342 , 2024

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

6

Second Order Conditions to Decompose Smooth Functions as Su..:

Marteau-Ferey, Ulysse ; Bach, Francis ; Rudi, Alessandro
SIAM Journal on Optimization. 34 (2024) 1 - p. 616-641 , 2024

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

7

Information Theory With Kernel Methods:

Bach, Francis
IEEE Transactions on Information Theory. 69 (2023) 2 - p. 752-775 , 2023

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

8

A Systematic Approach to Lyapunov Analyses of Continuous-Ti..:

Moucer, Céline ; Taylor, Adrien ; Bach, Francis
SIAM Journal on Optimization. 33 (2023) 3 - p. 1558-1586 , 2023

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

9

Variational Principles for Mirror Descent and Mirror Langev..:

Tzen, Belinda ; Raj, Anant ; Raginsky, Maxim.
IEEE Control Systems Letters. 7 (2023) - p. 1542-1547 , 2023

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

10

Variational Gaussian Approximation of the Kushner Optimal F..:

, In: Lecture Notes in Computer Science; Geometric Science of Information,

Lambert, Marc ; Bonnabel, Silvère ; Bach, Francis - p. 395-404 , 2023

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

11

The limited-memory recursive variational Gaussian approxima..:

Lambert, Marc ; Bonnabel, Silvère ; Bach, Francis
Statistics and Computing. 33 (2023) 3 - p. , 2023

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

12

Exponential Convergence of Sum-of-Squares Hierarchies for T..:

Bach, Francis ; Rudi, Alessandro
SIAM Journal on Optimization. 33 (2023) 3 - p. 2137-2159 , 2023

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

13

Principled analyses and design of first-order methods with ..:

Barré, Mathieu ; Taylor, Adrien B. ; Bach, Francis
Mathematical Programming. , 2022

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

14

The continuous-discrete variational Kalman filter (CD-VKF):

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),

Lambert, Marc ; Bonnabel, Silvere ; Bach, Francis - p. 6632-6639 , 2022

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

15

Infinite-Dimensional Sums-of-Squares for Optimal Control:

, In: 2022 IEEE 61st Conference on Decision and Control (CDC),

Berthier, Eloise ; Carpentier, Justin ; Rudi, Alessandro. - p. 577-582 , 2022

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