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Maziar Sanjabi

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Understanding Failure Modes of Self-Supervised Learning

Mar 03, 2022
Neha Mukund Kalibhat, Kanika Narang, Liang Tan, Hamed Firooz, Maziar Sanjabi, Soheil Feizi

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A Fistful of Words: Learning Transferable Visual Models from Bag-of-Words Supervision

Jan 06, 2022
Ajinkya Tejankar, Maziar Sanjabi, Bichen Wu, Saining Xie, Madian Khabsa, Hamed Pirsiavash, Hamed Firooz

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BARACK: Partially Supervised Group Robustness With Guarantees

Dec 31, 2021
Nimit Sohoni, Maziar Sanjabi, Nicolas Ballas, Aditya Grover, Shaoliang Nie, Hamed Firooz, Christopher Ré

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UniREx: A Unified Learning Framework for Language Model Rationale Extraction

Dec 16, 2021
Aaron Chan, Maziar Sanjabi, Lambert Mathias, Liang Tan, Shaoliang Nie, Xiaochang Peng, Xiang Ren, Hamed Firooz

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On Tilted Losses in Machine Learning: Theory and Applications

Sep 13, 2021
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith

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Modality-specific Distillation

Jan 06, 2021
Woojeong Jin, Maziar Sanjabi, Shaoliang Nie, Liang Tan, Xiang Ren, Hamed Firooz

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Alternating Direction Method of Multipliers for Quantization

Sep 08, 2020
Tianjian Huang, Prajwal Singhania, Maziar Sanjabi, Pabitra Mitra, Meisam Razaviyayn

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Tilted Empirical Risk Minimization

Jul 02, 2020
Tian Li, Ahmad Beirami, Maziar Sanjabi, Virginia Smith

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FedDANE: A Federated Newton-Type Method

Jan 07, 2020
Tian Li, Anit Kumar Sahu, Manzil Zaheer, Maziar Sanjabi, Ameet Talwalkar, Virginia Smith

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When Does Non-Orthogonal Tensor Decomposition Have No Spurious Local Minima?

Nov 22, 2019
Maziar Sanjabi, Sina Baharlouei, Meisam Razaviyayn, Jason D. Lee

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