Ramnath Kumar

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 10

Top Topics

Approximation Error

Multi View Semi Supervised Learning

Top Venues

Publications

Ramnath Kumar, Dheeraj Mysore Nagaraj
Introspective Experience Replay: Look Back When Surprised. Trans. Mach. Learn. Res. 2024 (2024)
Jordi Armengol-Estapé, Vincent Michalski, Ramnath Kumar, Pierre-Luc St-Charles, Doina Precup, Samira Ebrahimi Kahou
On the Limits of Multi-modal Meta-Learning with Auxiliary Task Modulation Using Conditional Batch Normalization. CoRR (2024)
Ramnath Kumar, Kushal Majmundar, Dheeraj Nagaraj, Arun Sai Suggala
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization. CoRR (2023)
Ramnath Kumar, Anshul Mittal, Nilesh Gupta, Aditya Kusupati, Inderjit S. Dhillon, Prateek Jain
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval. CoRR (2023)
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
The Effect of Diversity in Meta-Learning. AAAI (2023)
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
Rethinking Learning Dynamics in RL using Adversarial Networks. CoRR (2022)
Ramnath Kumar, Dheeraj Nagaraj
Look Back When Surprised: Stabilizing Reverse Experience Replay for Neural Approximation. CoRR (2022)
Ramnath Kumar, Tristan Deleu, Yoshua Bengio
The Effect of Diversity in Meta-Learning. CoRR (2022)
Ramnath Kumar, Shweta Yadav, Raminta Daniulaityte, Francois R. Lamy, Krishnaprasad Thirunarayan, Usha Lokala, Amit P. Sheth
eDarkFind: Unsupervised Multi-view Learning for Sybil Account Detection. WWW (2020)
Ramnath Kumar, G. Geethakumari
Temporal Dynamics and Spatial Content in IoT Malware detection. TENCON (2019)