Gadhikar, Advait

1. A Field Guide to Federated Optimization
   2021/07/14 by Jianyu Wang, Zachary Charles, Wang, Jianyu +103 · 16 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
2. Why Random Pruning Is All We Need to Start Sparse
   2022/10/05 by Advait Gadhikar, Sohum Mukherjee, Gadhikar, Advait +3 · 6 citations
   Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning and Data Classification #Music and Audio Processing
3. Adaptive Quantization of Model Updates for Communication-Efficient Federated Learning
   2021/02/08 by Jhunjhunwala, Divyansh, Gadhikar, Advait, Joshi, Gauri +1 · 3 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
4. Leveraging Spatial and Temporal Correlations in Sparsified Mean Estimation
   2021/10/14 by Divyansh Jhunjhunwala, Ankur Mallick, Jhunjhunwala, Divyansh +7 · 1 citation
   Computer Science · Engineering · #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sparse and Compressive Sensing Techniques
5. Masks, Signs, And Learning Rate Rewinding
   2024/02/29 by Gadhikar, Advait, Burkholz, Rebekka · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. Attention Is All You Need For Mixture-of-Depths Routing
   2024/12/30 by Advait Gadhikar, Gadhikar, Advait, Majumdar, Souptik Kumar +8 · 1 citation
   Engineering · #Manufacturing Process and Optimization #VLSI and FPGA Design Techniques #Optimization and Packing Problems