Non-Stationary Representation Learning in Sequential Linear Bandits
Qin, Yuzhen, Menara, Tommaso, Oymak, Samet, Ching, ShiNung, Pasqualetti, Fabio
Year of Publication 13.01.2022
Year of Publication 13.01.2022
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Journal Article
AutoBalance: Optimized Loss Functions for Imbalanced Data
Li, Mingchen, Zhang, Xuechen, Thrampoulidis, Christos, Chen, Jiasi, Oymak, Samet
Year of Publication 04.01.2022
Year of Publication 04.01.2022
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Journal Article
Improved thresholds for rank minimization
Oymak, Samet, Khajehnejad, M. Amin, Hassibi, Babak
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
Published in 2011 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2011)
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Conference Proceeding
FLASH: Federated Learning Across Simultaneous Heterogeneities
Chang, Xiangyu, Ahmed, Sk Miraj, Krishnamurthy, Srikanth V, Guler, Basak, Swami, Ananthram, Oymak, Samet, Roy-Chowdhury, Amit K
Year of Publication 13.02.2024
Year of Publication 13.02.2024
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Journal Article
Data-Driven Control of Markov Jump Systems: Sample Complexity and Regret Bounds
Du, Zhe, Sattar, Yahya, Tarzanagh, Davoud Ataee, Balzano, Laura, Ozay, Necmiye, Oymak, Samet
Published in 2022 American Control Conference (ACC) (08.06.2022)
Published in 2022 American Control Conference (ACC) (08.06.2022)
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Conference Proceeding
A case for orthogonal measurements in linear inverse problems
Oymak, Samet, Hassibi, Babak
Published in 2014 IEEE International Symposium on Information Theory (01.06.2014)
Published in 2014 IEEE International Symposium on Information Theory (01.06.2014)
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Conference Proceeding
Plug-and-Play Transformer Modules for Test-Time Adaptation
Chang, Xiangyu, Ahmed, Sk Miraj, Krishnamurthy, Srikanth V, Guler, Basak, Swami, Ananthram, Oymak, Samet, Roy-Chowdhury, Amit K
Year of Publication 05.01.2024
Year of Publication 05.01.2024
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Journal Article
CONTRAST: Continual Multi-source Adaptation to Dynamic Distributions
Ahmed, Sk Miraj, Niloy, Fahim Faisal, Chang, Xiangyu, Raychaudhuri, Dripta S, Oymak, Samet, Roy-Chowdhury, Amit K
Year of Publication 04.01.2024
Year of Publication 04.01.2024
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Journal Article
Representation Learning for Context-Dependent Decision-Making
Qin, Yuzhen, Menara, Tommaso, Oymak, Samet, Ching, ShiNung, Pasqualetti, Fabio
Published in 2022 American Control Conference (ACC) (08.06.2022)
Published in 2022 American Control Conference (ACC) (08.06.2022)
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Conference Proceeding
Label-Imbalanced and Group-Sensitive Classification under Overparameterization
Kini, Ganesh Ramachandra, Paraskevas, Orestis, Oymak, Samet, Thrampoulidis, Christos
Year of Publication 02.03.2021
Year of Publication 02.03.2021
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Journal Article
Certainty Equivalent Quadratic Control for Markov Jump Systems
Sattar, Yahya, Du, Zhe, Tarzanagh, Davoud Ataee, Oymak, Samet, Balzano, Laura, Ozay, Necmiye
Published in 2022 American Control Conference (ACC) (08.06.2022)
Published in 2022 American Control Conference (ACC) (08.06.2022)
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Conference Proceeding
FedYolo: Augmenting Federated Learning with Pretrained Transformers
Zhang, Xuechen, Li, Mingchen, Chang, Xiangyu, Chen, Jiasi, Roy-Chowdhury, Amit K, Suresh, Ananda Theertha, Oymak, Samet
Year of Publication 10.07.2023
Year of Publication 10.07.2023
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Journal Article
Deterministic phase guarantees for robust recovery in incoherent dictionaries
Cheuk Ting Li, Oymak, S., Hassibi, B.
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
Published in 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.03.2012)
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Conference Proceeding