Santhosh Kumar Kasa

According to our database, Santhosh Kumar Kasa authored at least 6 papers between 2023 and 2026.

Collaborative distances:

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

2026

DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification.

Ziyi Wang, Siva Rajesh Kasa, Ankith M. S, Santhosh Kumar Kasa, Jiaru Zou, Sumit Negi, Ruqi Zhang, Nan Jiang, Qifan Song

CoRR, April, 2026

2025

The Hidden Cost of Modeling P(X): Vulnerability to Membership Inference Attacks in Generative Text Classifiers.

Owais Makroo, Siva Rajesh Kasa, Sumegh Roychowdhury, Karan Gupta, Nikhil Priyatam Pattisapu, Santhosh Kumar Kasa, Sumit Negi

CoRR, October, 2025

Generative or Discriminative? Revisiting Text Classification in the Era of Transformers.

Siva Rajesh Kasa, Karan Gupta, Sumegh Roychowdhury, Ashutosh Kumar, Yaswanth Biruduraju, Santhosh Kumar Kasa, Nikhil Priyatam Pattisapu, Arindam Bhattacharya, Shailendra Agarwal, Vijay Huddar

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment.

Qizhang Feng, Siva Rajesh Kasa, Santhosh Kumar Kasa, Hyokun Yun, Choon Hui Teo, Sravan Babu Bodapati

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2025

2024

Mixture-Models: a one-stop Python Library for Model-based Clustering using various Mixture Models.

Siva Rajesh Kasa, Yijie Hu, Santhosh Kumar Kasa, Vaibhav Rajan

CoRR, 2024

2023

How Robust are LLMs to In-Context Majority Label Bias?

Karan Gupta, Sumegh Roychowdhury, Siva Rajesh Kasa, Santhosh Kumar Kasa, Anish Bhanushali, Nikhil Priyatam Pattisapu, Prasanna Srinivasa Murthy

CoRR, 2023