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AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning

Feb 02, 2021
Yuhan Liu, Saurabh Agarwal, Shivaram Venkataraman


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Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification

Oct 29, 2020
Saurabh Agarwal, Hongyi Wang, Kangwook Lee, Shivaram Venkataraman, Dimitris Papailiopoulos


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Attack of the Tails: Yes, You Really Can Backdoor Federated Learning

Jul 09, 2020
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris Papailiopoulos


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Scalable K-Medoids via True Error Bound and Familywise Bandits

May 27, 2019
Aravindakshan Babu, Saurabh Agarwal, Sudarshan Babu, Hariharan Chandrasekaran


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Graph based Question Answering System

Dec 05, 2018
Piyush Mital, Saurabh Agarwal, Bhargavi Neti, Yashodhara Haribhakta, Vibhavari Kamble, Krishnanjan Bhattacharjee, Debashri Das, Swati Mehta, Ajai Kumar

* ICACCI 2018 Camera Ready and Accepted. ICACCI'18 is technically co-sponsored by IEEE and IEEE Communications Society 

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A Novel Approach to Develop a New Hybrid Technique for Trademark Image Retrieval

Nov 08, 2014
Saurabh Agarwal, Punit Kumar Johari

* 12 Pages, International Journal on Information Theory (IJIT),Vol.3, No.4, October 2014 

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