N. S. Karthik Somayaji

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 3

Top Topics

Extreme Value Theory

Reinforcement Learning

Top Venues

Publications

N. S. Karthik Somayaji, Yu Wang, Malachi Schram, Ján Drgona, Mahantesh Halappanavar, Frank Liu, Peng Li
Extreme Risk Mitigation in Reinforcement Learning using Extreme Value Theory. CoRR (2023)
Kishansingh Rajput, Malachi Schram, N. S. Karthik Somayaji
Uncertainty Aware Deep Learning for Particle Accelerators. CoRR (2023)
N. S. Karthik Somayaji, Hanbin Hu, Peng Li
Prioritized Reinforcement Learning for Analog Circuit Optimization With Design Knowledge. DAC (2021)