Santhosh G. S

According to our database, Santhosh G. S authored at least 4 papers in 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Know your Trajectory - Trustworthy Reinforcement Learning deployment through Importance-Based Trajectory Analysis.

Clifford F, Devika Jay, Abhishek Sarkar, Satheesh K. Perepu, Santhosh G. S, Kaushik Dey, Balaraman Ravindran

CoRR, December, 2025

SWAN: Sparse Winnowed Attention for Reduced Inference Memory via Decompression-Free KV-Cache Compression.

Santhosh G. S, Saurav Prakash, Balaraman Ravindran

CoRR, November, 2025

IndiCASA: A Dataset and Bias Evaluation Framework in LLMs Using Contrastive Embedding Similarity in the Indian Context.

Santhosh G. S, Akshay Govind S, Gokul S. Krishnan, Balaraman Ravindran, Sriraam Natarajan

CoRR, October, 2025

AQUA: Attention via QUery mAgnitudes for Memory and Compute Efficient Inference in LLMs.

Santhosh G. S, Saurav Prakash, Balaraman Ravindran

CoRR, September, 2025