Sharp Time-Data Tradeoffs for Linear Inverse Problems
Oymak, Samet, Recht, Benjamin, Soltanolkotabi, Mahdi
Published in IEEE transactions on information theory (01.06.2018)
Published in IEEE transactions on information theory (01.06.2018)
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Journal Article
Sparse Phase Retrieval: Uniqueness Guarantees and Recovery Algorithms
Jaganathan, Kishore, Oymak, Samet, Hassibi, Babak
Published in IEEE transactions on signal processing (01.05.2017)
Published in IEEE transactions on signal processing (01.05.2017)
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Journal Article
On The Fairness of Multitask Representation Learning
Li, Yingcong, Oymak, Samet
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
Effective Restoration of Source Knowledge in Continual Test Time Adaptation
Niloy, Fahim Faisal, Miraj Ahmed, Sk, Raychaudhuri, Dripta S., Oymak, Samet, Roy-Chowdhury, Amit K.
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
Published in 2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) (03.01.2024)
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Conference Proceeding
Non-asymptotic Identification of LTI Systems from a Single Trajectory
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Conference Proceeding
Simultaneously Structured Models With Application to Sparse and Low-Rank Matrices
Oymak, Samet, Jalali, Amin, Fazel, Maryam, Eldar, Yonina C., Hassibi, Babak
Published in IEEE transactions on information theory (01.05.2015)
Published in IEEE transactions on information theory (01.05.2015)
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Journal Article
Unsupervised Multi-source Domain Adaptation Without Access to Source Data
Ahmed, Sk Miraj, Raychaudhuri, Dripta S., Paul, Sujoy, Oymak, Samet, Roy-Chowdhury, Amit K.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Isometric sketching of any set via the Restricted Isometry Property
Oymak, Samet, Recht, Benjamin, Soltanolkotabi, Mahdi
Published in Information and inference (11.12.2018)
Published in Information and inference (11.12.2018)
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Journal Article
Exactly Decoding a Vector through Relu Activation
Oymak, Samet, Asif, M. Salman
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
Published in ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2019)
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Conference Proceeding