Nikhil Shivakumar Nayak

According to our database, Nikhil Shivakumar Nayak authored at least 7 papers in 2025.

Collaborative distances:

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

2025

Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning.

Prateek Chanda, Saral Sureka, Parth Pratim Chatterjee, Krishnateja Killamsetty, Nikhil Shivakumar Nayak, Ganesh Ramakrishnan

CoRR, July, 2025

Hopscotch: Discovering and Skipping Redundancies in Language Models.

Mustafa Eyceoz, Nikhil Shivakumar Nayak, Hao Wang, Ligong Han, Akash Srivastava

CoRR, June, 2025

Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning.

Nikhil Shivakumar Nayak, Krishnateja Killamsetty, Ligong Han, Abhishek Bhandwaldar, Prateek Chanda, Kai Xu, Hao Wang, Aldo Pareja, Oleg Silkin, Mustafa Eyceoz, Akash Srivastava

CoRR, April, 2025

Mathematical Modeling of Option Pricing with an Extended Black-Scholes Framework.

Nikhil Shivakumar Nayak

CoRR, April, 2025

Graph Attention for Heterogeneous Graphs with Positional Encoding.

Nikhil Shivakumar Nayak

CoRR, April, 2025

Towards Interpretable Soft Prompts.

Oam Patel, Jason Wang, Nikhil Shivakumar Nayak, Suraj Srinivas, Himabindu Lakkaraju

CoRR, April, 2025

Unveiling the Secret Recipe: A Guide For Supervised Fine-Tuning Small LLMs.

Aldo Pareja, Nikhil Shivakumar Nayak, Hao Wang, Krishnateja Killamsetty, Shivchander Sudalairaj, Wenlong Zhao, Seungwook Han, Abhishek Bhandwaldar, Guangxuan Xu, Kai Xu, Ligong Han, Luke Inglis, Akash Srivastava

Proceedings of the Thirteenth International Conference on Learning Representations, 2025