E-LIB Suche - Ergebnisse für: Thrampoulidis, Christos

1

Engineering the Neural Collapse Geometry of Supervised-Cont..:

, In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Gill, Jaidev ; Vakilian, Vala ; Thrampoulidis, Christos - p. 7115-7119 , 2024

2

Asymptotic Behavior of Adversarial Training in Binary Linea..:

Taheri, Hossein ; Pedarsani, Ramtin ; Thrampoulidis, Christos
IEEE Transactions on Neural Networks and Learning Systems. , 2024

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

3

Fast Test Error Rates for Gradient-Based Algorithms on Sepa..:

, In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Deora, Puneesh ; Vasudeva, Bhavya ; Sharan, Vatsal. - p. 7440-7444 , 2024

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

4

Data-driven texture design for reducing elastic and plastic..:

Ahmadikia, Behnam ; Paraskevas, Orestis ; Van Hyning, William...
Acta Materialia. 265 (2024) - p. 119585 , 2024

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

5

Revisiting the Equivalence of In-Context Learning and Gradi..:

, In: ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Mahdavi, Sadegh ; Liao, Renjie ; Thrampoulidis, Christos - p. 7410-7414 , 2024

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

6

Fast Convergence of Random Reshuffling Under Over-Parameter..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,

Fan, Chen ; Thrampoulidis, Christos ; Schmidt, Mark - p. 301-315 , 2023

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

7

On Weighted Cross-Entropy for Label-Imbalanced Separable Da..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),

Deora, Puneesh ; Thrampoulidis, Christos - p. 1-5 , 2023

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

8

Benign Overfitting in Multiclass Classification: All Roads ..:

Wang, Ke ; Muthukumar, Vidya ; Thrampoulidis, Christos
IEEE Transactions on Information Theory. 69 (2023) 12 - p. 7909-7952 , 2023

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

9

On how to avoid exacerbating spurious correlations when mod..:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),

Behnia, Tina ; Wang, Ke ; Thrampoulidis, Christos - p. 121-126 , 2022

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

10

Asymptotic Behavior of Adversarial Training in Binary Linea..:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),

Taheri, Hossein ; Pedarsani, Ramtin ; Thrampoulidis, Christos - p. 127-132 , 2022

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

11

Multi-Environment Meta-Learning in Stochastic Linear Bandit:

, In: 2022 IEEE International Symposium on Information Theory (ISIT),

Moradipari, Ahmadreza ; Ghavamzadeh, Mohammad ; Rajabzadeh, Taha.. - p. 1659-1664 , 2022

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

12

Binary Classification of Gaussian Mixtures: Abundance of Su..:

Wang, Ke ; Thrampoulidis, Christos
SIAM Journal on Mathematics of Data Science. 4 (2022) 1 - p. 260-284 , 2022

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

13

A model of double descent for high-dimensional binary linea..:

Deng, Zeyu ; Kammoun, Abla ; Thrampoulidis, Christos
Information and Inference: A Journal of the IMA. 11 (2021) 2 - p. 435-495 , 2021

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

14

Optimal Combination of Linear and Spectral Estimators for G..:

Mondelli, Marco ; Thrampoulidis, Christos ; Venkataramanan, Ramji
Foundations of Computational Mathematics. 22 (2021) 5 - p. 1513-1566 , 2021

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

15

Phase Transitions for One-Vs-One and One-Vs-All Linear Sepa..:

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

Kini, Ganesh Ramachandra ; Thrampoulidis, Christos - p. 4020-4024 , 2021

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