Balaraman Ravindran
Scholar

Balaraman Ravindran

Google Scholar ID: nGUcGrYAAAAJ
Professor of Data Science and AI, Wadhwani School of Data Science and AI, IIT Madras
Reinforcement LearningData MiningNetwork AnalysisResponsible AI
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Citations & Impact
All-time
Citations
4,964
 
H-index
39
 
i10-index
108
 
Publications
20
 
Co-authors
119
list available
Contact
No contact links provided.
Publications
15 items
Unifying Model-Free Efficiency and Model-Based Representations via Latent Dynamics
2026
Cited
0
OSIL: Learning Offline Safe Imitation Policies with Safety Inferred from Non-preferred Trajectories
2026
Cited
0
Know your Trajectory -- Trustworthy Reinforcement Learning deployment through Importance-Based Trajectory Analysis
2025
Cited
0
SWAN: Sparse Winnowed Attention for Reduced Inference Memory via Decompression-Free KV-Cache Compression
2025
Cited
0
SafeMIL: Learning Offline Safe Imitation Policy from Non-Preferred Trajectories
2025
Cited
0
IndiCASA: A Dataset and Bias Evaluation Framework in LLMs Using Contrastive Embedding Similarity in the Indian Context
2025
Cited
0
Learning from Observation: A Survey of Recent Advances
2025
Cited
0
AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs
2025
Cited
0
Resume (English only)
Co-authors
119 total
Mitesh Khapra
Mitesh Khapra
Indian Institute of Technology Madras
Srinivasan Parthasarathy
Srinivasan Parthasarathy
Professor of Computer Science and Engineering, The Ohio State University
Co-author 3
Co-author 3
Co-author 4
Co-author 4
Sarath Chandar
Sarath Chandar
Associate Professor @ Polytechnique Montreal. Mila. Canada CIFAR AI Chair. Canada Research Chair.
K Madhava Krishna
K Madhava Krishna
Professor, IIIT Hyderabad
Vikas C. Raykar
Vikas C. Raykar
Amazon
Co-author 8
Co-author 8