Ramnath Kumar

14 papers A* 2C 1Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
FastLane: Efficient Routed Systems for Late-Interaction Retrieval.
CoRR
Ramnath Kumar, Prateek Jain, Cho-Jui Hsieh
2026 J jnl
FlexAct: Why Learn when you can Pick?
CoRR
Ramnath Kumar, Kyle Ritscher, Junmin Judy, Lawrence Liu, Cho-Jui Hsieh
2024 J jnl
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval.
Trans. Mach. Learn. Res.
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S. Dhillon, Prateek Jain
2024 J jnl
Introspective Experience Replay: Look Back When Surprised.
Trans. Mach. Learn. Res.
Ramnath Kumar, Dheeraj Mysore Nagaraj
2024 J jnl
On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization.
CoRR
Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou
2024 J jnl
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization.
Trans. Mach. Learn. Res.
Ramnath Kumar, Kushal Majmundar, Dheeraj Mysore Nagaraj, Arun Sai Suggala
2023 J jnl
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval.
CoRR
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S. Dhillon, Prateek Jain
2023 J jnl
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization.
CoRR
Ramnath Kumar, Kushal Majmundar, Dheeraj Nagaraj, Arun Sai Suggala
2023 A* conf
The Effect of Diversity in Meta-Learning.
AAAI
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
2022 J jnl
Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation.
CoRR
Ramnath Kumar, Dheeraj Nagaraj
2022 J jnl
Rethinking Learning Dynamics in RL using Adversarial Networks.
CoRR
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
2022 J jnl
The Effect of Diversity in Meta-Learning.
CoRR
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
2020 A* conf
eDarkFind: Unsupervised Multi-view Learning for Sybil Account Detection.
WWW
Ramnath Kumar, Shweta Yadav, Raminta Daniulaityte, Francois R. Lamy, Krishnaprasad Thirunarayan, Usha Lokala, Amit P. Sheth
2019 C conf
Temporal Dynamics and Spatial Content in IoT Malware detection.
TENCON
Ramnath Kumar, G. Geethakumari