Jain, Paras

1. Representing Long-Range Context for Graph Neural Networks with Global Attention
   2022/01/21 by Wu, Zhanghao, Jain, Paras, Wright, Matthew A. +3 · 13 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Skyplane: Optimizing Transfer Cost and Throughput Using Cloud-Aware Overlays
   2022/10/13 by Paras Jain, Jain, Paras, Sam Kumar +9 · 1 voice · 3 citations
   Computer Science · #Cloud Computing and Resource Management #Peer-to-Peer Network Technologies #Caching and Content Delivery
3. Checkmate: Breaking the Memory Wall with Optimal Tensor Rematerialization
   2019/10/07 by Paras Jain, Ajay N. Jain, Jain, Paras +13 · 9 citations
   Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Stochastic Gradient Optimization Techniques #Tensor decomposition and applications
4. Accelerating Quadratic Optimization with Reinforcement Learning
   2021/07/22 by Jeffrey Ichnowski, Ichnowski, Jeffrey, Paras Jain +15 · 8 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Reinforcement Learning in Robotics
5. POET: Training Neural Networks on Tiny Devices with Integrated Rematerialization and Paging
   2022/07/15 by Patil, Shishir G., Jain, Paras, Dutta, Prabal +2 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
6. Dynamic Space-Time Scheduling for GPU Inference
   2018/12/31 by Jain, Paras, Mo, Xiangxi, Jain, Ajay +5 · 1 citation
   #Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
7. Grounded Graph Decoding Improves Compositional Generalization in Question Answering
   2021/11/05 by Yu Gai, Paras Jain, Gai, Yu +9 · 1 citation
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications