E-LIB Suche - Ergebnisse für: Cevher, Volkan

1

A unified stochastic approximation framework for learning i..:

Mertikopoulos, Panayotis ; Hsieh, Ya-Ping ; Cevher, Volkan
Mathematical Programming. 203 (2023) 1-2 - p. 559-609 , 2023

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

2

Regularization of polynomial networks for image recognition:

, In: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR),

Chrysos, Grigorios G ; Wang, Bohan ; Deng, Jiankang. - p. 16123-16132 , 2023

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

3

Evaluating the Fairness of Discriminative Foundation Models..:

, In: Proceedings of the 2023 AAAI/ACM Conference on AI, Ethics, and Society,

Ali, Junaid ; Kleindessner, Matthäus ; Wenzel, Florian... - p. 809-833 , 2023

Link: https://dl.acm.org/doi/1..

4

On the Convergence of Stochastic Primal-Dual Hybrid Gradien:

Alacaoglu, Ahmet ; Fercoq, Olivier ; Cevher, Volkan
SIAM Journal on Optimization. 32 (2022) 2 - p. 1288-1318 , 2022

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

5

Scalable Semidefinite Programming:

Yurtsever, Alp ; Tropp, Joel A. ; Fercoq, Olivier..
SIAM Journal on Mathematics of Data Science. 3 (2021) 1 - p. 171-200 , 2021

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

6

An Optimal-Storage Approach to Semidefinite Programming Usi..:

Ding, Lijun ; Yurtsever, Alp ; Cevher, Volkan..
SIAM Journal on Optimization. 31 (2021) 4 - p. 2695-2725 , 2021

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

7

Forward-reflected-backward method with variance reduction:

Alacaoglu, Ahmet ; Malitsky, Yura ; Cevher, Volkan
Computational Optimization and Applications. 80 (2021) 2 - p. 321-346 , 2021

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

8

A Plug-and-Play Deep Image Prior:

, In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Sun, Zhaodong ; Latorre, Fabian ; Sanchez, Thomas. - p. 8103-8107 , 2021

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

9

A Newton Frank–Wolfe method for constrained self-concordant..:

Liu, Deyi ; Cevher, Volkan ; Tran-Dinh, Quoc
Journal of Global Optimization. 83 (2021) 2 - p. 273-299 , 2021

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

10

Kernel conjugate gradient methods with random projections:

Lin, Junhong ; Cevher, Volkan
Applied and Computational Harmonic Analysis. 55 (2021) - p. 223-269 , 2021

Link: https://doi.org/10.1016/..

11

Scalable Learning-Based Sampling Optimization for Compressi..:

, In: ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Sanchez, Thomas ; Gozcu, Baran ; van Heeswijk, Ruud B.... - p. 8584-8588 , 2020

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

12

Optimal rates for spectral algorithms with least-squares re..:

Lin, Junhong ; Rudi, Alessandro ; Rosasco, Lorenzo.
Applied and Computational Harmonic Analysis. 48 (2020) 3 - p. 868-890 , 2020

Link: https://doi.org/10.1016/..

13

Machine Learning From Distributed, Streaming Data [From the..:

Bajwa, Waheed U. ; Cevher, Volkan ; Papailiopoulos, Dimitris.
IEEE Signal Processing Magazine. 37 (2020) 3 - p. 11-13 , 2020

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

14

Optimization for Reinforcement Learning: From a single agen..:

Lee, Donghwan ; He, Niao ; Kamalaruban, Parameswaran.
IEEE Signal Processing Magazine. 37 (2020) 3 - p. 123-135 , 2020

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

15

A Reflected Forward-Backward Splitting Method for Monotone ..:

Cevher, Volkan ; Vũ, Bằng Công
Set-Valued and Variational Analysis. 29 (2020) 1 - p. 163-174 , 2020

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