Saurabh Agarwal

1. Attack of the Tails: Yes, You Really Can Backdoor Federated Learning
   2020/07/09 by Hongyi Wang, Kartik K. Sreenivasan, Wang, Hongyi +13 · 21 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC)
2. AutoFreeze: Automatically Freezing Model Blocks to Accelerate Fine-tuning
   2021/02/02 by Yuhan Liu, Liu, Yuhan, Saurabh Agarwal +3 · 8 citations
   Computer Science · #Topic Modeling #Advanced Neural Network Applications #Machine Learning and Data Classification
3. Decoding Speculative Decoding
   2024/02/02 by Minghao Yan, Saurabh Agarwal, Yan, Minghao +3 · 9 citations
   Computer Science · #Cellular Automata and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. BagPipe: Accelerating Deep Recommendation Model Training
   2022/02/24 by Saurabh Agarwal, Agarwal, Saurabh, Yan, Chengpo +4 · 4 citations
   Computer Science · #Caching and Content Delivery #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
5. On the Utility of Gradient Compression in Distributed Training Systems
   2021/02/28 by Saurabh Agarwal, Agarwal, Saurabh, Hongyi Wang +5 · 2 citations
   Computer Science · Medicine · #Stochastic Gradient Optimization Techniques #Advanced MRI Techniques and Applications #Medical Imaging Techniques and Applications
6. MultiFusionNet: Multilayer Multimodal Fusion of Deep Neural Networks for Chest X-Ray Image Classification
   2024/01/01 by Saurabh Agarwal, Agarwal, Saurabh, K. V. Arya +3 · 1 citation
   Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
7. CHAI: Clustered Head Attention for Efficient LLM Inference
   2024/03/12 by Saurabh Agarwal, Bilge Acun, Agarwal, Saurabh +12 · 1 citation
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis
8. ACID: Adaptive Caching for vIDeo generation
   2026/07/14 by Om Agrawal, Saurabh Agarwal, Aditya Akella
   #cs.CV