Samet Oymak
University of California, Riverside
H-index: 36
North America-United States
Top articles of Samet Oymak
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
MeTA: Multi-source Test Time Adaptation | arXiv preprint arXiv:2401.02561 | Sk Miraj Ahmed Fahim Faisal Niloy Dripta S Raychaudhuri Samet Oymak Amit K Roy-Chowdhury | 2024/1/4 |
Dissecting chain-of-thought: Compositionality through in-context filtering and learning | Advances in Neural Information Processing Systems | Yingcong Li Kartik Sreenivasan Angeliki Giannou Dimitris Papailiopoulos Samet Oymak | 2024/2/13 |
Plug-and-Play Transformer Modules for Test-Time Adaptation | arXiv e-prints | Xiangyu Chang Sk Miraj Ahmed Srikanth V Krishnamurthy Basak Guler Ananthram Swami | 2024/1 |
Max-margin token selection in attention mechanism | Davoud Ataee Tarzanagh Yingcong Li Xuechen Zhang Samet Oymak | 2024/2/13 | |
Understanding Inverse Scaling and Emergence in Multitask Representation Learning | Muhammed E Ildiz Zhe Zhao Samet Oymak | 2024/4/18 | |
Mechanics of Next Token Prediction with Self-Attention | Yingcong Li Yixiao Huang M Emrullah Ildiz Ankit Singh Rawat Samet Oymak | 2024/1 | |
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks | arXiv preprint arXiv:2402.04248 | Jongho Park Jaeseung Park Zheyang Xiong Nayoung Lee Jaewoong Cho | 2024/2/6 |
TREACLE: Thrifty Reasoning via Context-Aware LLM and Prompt Selection | arXiv preprint arXiv:2404.13082 | Xuechen Zhang Zijian Huang Ege Onur Taga Carlee Joe-Wong Samet Oymak | 2024/4/17 |
Effective restoration of source knowledge in continual test time adaptation | Fahim Faisal Niloy Sk Miraj Ahmed Dripta S Raychaudhuri Samet Oymak Amit K Roy-Chowdhury | 2024 | |
Class-attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective | AAAI 2024 | Xuechen Zhang Mingchen Li Jiasi Chen Christos Thrampoulidis Samet Oymak | 2024/1/25 |
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers | arXiv preprint arXiv:2402.13512 | M Emrullah Ildiz Yixiao Huang Yingcong Li Ankit Singh Rawat Samet Oymak | 2024/2/21 |
FLASH: Federated Learning Across Simultaneous Heterogeneities | arXiv preprint arXiv:2402.08769 | Xiangyu Chang Sk Miraj Ahmed Srikanth V Krishnamurthy Basak Guler Ananthram Swami | 2024/2/13 |
Can Transformers Learn Optimal Filtering for Unknown Systems? | IEEE Control Systems Letters | Zhe Du Haldun Balim Samet Oymak Necmiye Ozay | 2023/11/22 |
On the Role of Attention in Prompt-tuning | Samet Oymak Ankit Singh Rawat Mahdi Soltanolkotabi Christos Thrampoulidis | 2023 | |
Learning on manifolds: Universal approximations properties using geometric controllability conditions for neural odes | Karthik Elamvazhuthi Xuechen Zhang Samet Oymak Fabio Pasqualetti | 2023/6/6 | |
Augmenting Federated Learning with Pretrained Transformers | Xuechen Zhang Mingchen Li Xiangyu Chang Jiasi Chen Amit Roy-Chowdhury | 2023/10/28 | |
On the fairness of multitask representation learning | Yingcong Li Samet Oymak | 2023/6/4 | |
Transformers as support vector machines | arXiv preprint arXiv:2308.16898 | Davoud Ataee Tarzanagh Yingcong Li Christos Thrampoulidis Samet Oymak | 2023/8/31 |
Federated Multi-Sequence Stochastic Approximation with Local Hypergradient Estimation | arXiv preprint arXiv:2306.01648 | Davoud Ataee Tarzanagh Mingchen Li Pranay Sharma Samet Oymak | 2023/6/2 |
Text-to-3D Generative AI on Mobile Devices: Measurements and Optimizations | Workshop on Emerging Multimedia Systems (EMS’23) | Xuechen Zhang Zheng Li Samet Oymak Jiasi Chen | 2023/8 |
Co-Authors
