Nikhil Shivakumar Nayak
Scholar

Nikhil Shivakumar Nayak

Google Scholar ID: 3pLEmAwAAAAJ
S.M. Graduate in Data Science, Harvard University
Machine LearningAlgorithmsApplied Mathematics
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Citations & Impact
All-time
Citations
26
 
H-index
2
 
i10-index
1
 
Publications
11
 
Co-authors
13
list available
Contact
No contact links provided.
Publications
7 items
Mitigating Premature Exploitation in Particle-based Monte Carlo for Inference-Time Scaling
2025
Cited
0
Learning What Matters: Probabilistic Task Selection via Mutual Information for Model Finetuning
2025
Cited
0
Hopscotch: Discovering and Skipping Redundancies in Language Models
2025
Cited
0
Sculpting Subspaces: Constrained Full Fine-Tuning in LLMs for Continual Learning
2025
Cited
0
Mathematical Modeling of Option Pricing with an Extended Black-Scholes Framework
2025
Cited
0
Graph Attention for Heterogeneous Graphs with Positional Encoding
2025
Cited
0
Towards Interpretable Soft Prompts
2025
Cited
0
Resume (English only)
Co-authors
13 total
Abhishek Bhandwaldar
Abhishek Bhandwaldar
Research Engineer, IBM Research
Ligong Han
Ligong Han
Red Hat AI, MIT-IBM, Rutgers University
Krishnateja Killamsetty
Krishnateja Killamsetty
Research Scientist, IBM Research
Akash Srivastava
Akash Srivastava
IBM, MIT, Red Hat AI, IBM Research, University of Edinburgh
Seungwook Han
Seungwook Han
Massachusetts Institute of Technology
Guangxuan Xu
Guangxuan Xu
Red Hat Inc.
Shivchander Sudalairaj
Shivchander Sudalairaj
Research Engineer, MIT-IBM Watson AI Lab
Kai Xu
Kai Xu
Red Hat AI, MIT-IBM Watson AI Lab