Kumar, Ramnath

1. Introspective Experience Replay: Look Back When Surprised
   2022/06/07 by Ramnath Kumar, Kumar, Ramnath, Nagaraj, Dheeraj · 1 citation
   Neuroscience · Psychology · #Behavioral Health and Interventions #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Mental Health Research Topics
2. The Effect of Diversity in Meta-Learning
   2022/01/27 by Ramnath Kumar, Kumar, Ramnath, Tristan Deleu +3 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and Data Classification #Multimodal Machine Learning Applications
3. Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization
   2023/06/15 by Ramnath Kumar, Kumar, Ramnath, Kushal Majmundar +4 · 1 citation
   Engineering · Computer Science · #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
4. EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval
   2023/10/13 by Kumar, Ramnath, Mittal, Anshul, Gupta, Nilesh +3 · 1 citation
   #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)