Saurabh Agarwal

发表

Pufferfish: Communication-efficient Models At No Extra Cost pdf

Dimitris Papailiopoulos, Saurabh Agarwal, Hongyi Wang, 2021, MLSys.

The Impact of Noise on the Scaling of Collectives: A Theoretical Approach

Nisheeth K. Vishnoi, Rahul Garg, Saurabh Agarwal, 2005, HiPC.

ACCORDION: ADAPTIVE GRADIENT COMPRESSION VIA CRITICAL LEARNING REGIME IDENTIFICATION

Hongyi Wang, Dimitris Papailiopoulos, S. Venkataraman, 2021 .

A Hybrid Approach for Twitter Sentiment Analysis

Saurabh Agarwal, Namita Mittal, Basant Agarwal, 2015 .

Image Forgery Detection using Multi Scale Entropy Filter and Local Phase Quantization

Saurabh Agarwal, S. Chand, 2015 .

Median Filtering Detection Using Markov Process in Digital Images

Satish Chand, Saurabh Agarwal, Saurabh Agarwal, 2020 .

BagPipe: Accelerating Deep Recommendation Model Training

S. Venkataraman, Saurabh Agarwal, Ziyi Zhang, 2022, ArXiv.

Co-ordinated coscheduling in time-sharing clusters through a generic framework

Chita R. Das, Gyu Sang Choi, Andy B. Yoo, 2003, 2003 Proceedings IEEE International Conference on Cluster Computing.

Scalable K-Medoids via True Error Bound and Familywise Bandits pdf

Saurabh Agarwal, Sudarshan Babu, Hariharan Chandrasekaran, 2019, ArXiv.

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

Kartik Sreenivasan, Kartik K. Sreenivasan, Kangwook Lee, 2020, NeurIPS.

BagPipe: Accelerating Deep Recommendation Model Training

S. Venkataraman, Saurabh Agarwal, Ziyi Zhang, 2022, ArXiv.

AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning

S. Venkataraman, Yuhan Liu, Saurabh Agarwal, 2021, ArXiv.

Adaptive incremental checkpointing for massively parallel systems

R. Garg, Saurabh Agarwal, J. Moreira, 2004, ICS '04.

Image forgery detection using Markov features in undecimated wavelet transform

Satish Chand, Saurabh Agarwal, Saurabh Agarwal, 2016, 2016 Ninth International Conference on Contemporary Computing (IC3).

Texture Operator Based Image Splicing Detection Hybrid Technique

Satish Chand, Saurabh Agarwal, Saurabh Agarwal, 2016, 2016 Second International Conference on Computational Intelligence & Communication Technology (CICT).

A New GCD Algorithm for Quadratic Number Rings with Unique Factorization

Gudmund Skovbjerg Frandsen, Saurabh Agarwal, Saurabh Agarwal, 2006, LATIN.

A Novel Approach of Color-Texture based CBIR Using Fuzzy Logic

Saurabh Agarwal, Punit Kumar Johari, Nikhil Chaturvedi, 2014 .

On the Utility of Gradient Compression in Distributed Training Systems

Hongyi Wang, Dimitris Papailiopoulos, S. Venkataraman, 2021, MLSys.

Accordion: Adaptive Gradient Communication via Critical Learning Regime Identification pdf

Dimitris S. Papailiopoulos, Shivaram Venkataraman, Kangwook Lee, 2020, ArXiv.

Performance Comparison of Coscheduling Algorithms for Non-Dedicated Clusters Through a Generic Framework

Chita R. Das, Gyu Sang Choi, Andy B. Yoo, 2007, Int. J. High Perform. Comput. Appl..

Regularized Graph Convolutional Networks for Short Text Classification

Vipin Kumar, Karthik Subbian, Saurabh Agarwal, 2020, COLING.