Samet Oymak
University of California, Riverside
H-index: 36
North America-United States
Top articles of Samet Oymak
Understanding Inverse Scaling and Emergence in Multitask Representation Learning
2024/4/18
Zhe Zhao
H-Index: 1
Samet Oymak
H-Index: 24
TREACLE: Thrifty Reasoning via Context-Aware LLM and Prompt Selection
arXiv preprint arXiv:2404.13082
2024/4/17
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
arXiv preprint arXiv:2402.13512
2024/2/21
Yixiao Huang
H-Index: 4
Samet Oymak
H-Index: 24
FLASH: Federated Learning Across Simultaneous Heterogeneities
arXiv preprint arXiv:2402.08769
2024/2/13
Dissecting chain-of-thought: Compositionality through in-context filtering and learning
Advances in Neural Information Processing Systems
2024/2/13
Kartik Sreenivasan
H-Index: 10
Samet Oymak
H-Index: 24
Max-margin token selection in attention mechanism
2024/2/13
Davoud Ataee Tarzanagh
H-Index: 6
Samet Oymak
H-Index: 24
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks
arXiv preprint arXiv:2402.04248
2024/2/6
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
AAAI 2024
2024/1/25
MeTA: Multi-source Test Time Adaptation
arXiv preprint arXiv:2401.02561
2024/1/4
Sk Miraj Ahmed
H-Index: 3
Samet Oymak
H-Index: 24
Plug-and-Play Transformer Modules for Test-Time Adaptation
arXiv e-prints
2024/1
Mechanics of Next Token Prediction with Self-Attention
2024/1
Yixiao Huang
H-Index: 4
Samet Oymak
H-Index: 24
Effective restoration of source knowledge in continual test time adaptation
2024
Sk Miraj Ahmed
H-Index: 3
Samet Oymak
H-Index: 24
Noise in the reverse process improves the approximation capabilities of diffusion models
arXiv preprint arXiv:2312.07851
2023/12/13
Can Transformers Learn Optimal Filtering for Unknown Systems?
IEEE Control Systems Letters
2023/11/22
Augmenting Federated Learning with Pretrained Transformers
2023/10/28
Transformers as support vector machines
arXiv preprint arXiv:2308.16898
2023/8/31
Davoud Ataee Tarzanagh
H-Index: 6
Samet Oymak
H-Index: 24
Text-to-3D Generative AI on Mobile Devices: Measurements and Optimizations
Workshop on Emerging Multimedia Systems (EMS’23)
2023/8
Transformers as Algorithms: Generalization and Stability in In-context Learning
ICML
2023/7
Samet Oymak
H-Index: 24
Learning on manifolds: Universal approximations properties using geometric controllability conditions for neural odes
2023/6/6
On the fairness of multitask representation learning
2023/6/4
Samet Oymak
H-Index: 24
Co-Authors
