Karthik Somayaji NS

Joined

September 2021

Names

Karthik Somayaji NS (Preferred)

,

N.S. Karthik Somayaji

Emails

****@ucsb.edu (Confirmed)

Personal Links

Career & Education History

PhD student

UC Santa Barbara (ucsb.edu)

2021 – 2025

Advisors, Relations & Conflicts

PhD Advisor

2021 – 2025

Expertise

Reinforcement learning

,

uncertainty quantification

2021 – 2025

Publications

GAUSS: Graph-Assisted Uncertainty Quantification using Structure and Semantics for Long-Form Generation in LLMs
Karthik Somayaji NS, Yuxuan Yin, Peng Li
- Submitted to ICLR 2026
- Readers: Everyone
Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory
Karthik Somayaji NS, Yu Wang, Malachi Schram, Jan Drgona, Mahantesh M Halappanavar, Frank Liu, Peng Li
- Accepted by TMLR
- Readers: Everyone
AutoNF: Automated Architecture Optimization of Normalizing Flows Using a Mixture Distribution Formulation
Yu Wang, Jan Drgona, Jiaxin Zhang, Karthik Somayaji NS, Frank Y Liu, Malachi Schram, Peng Li
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone

Co-Authors