Ganesh Ramachandra Kini

Researcher, Amazon AGI
Joined
May 2021

Names

Ganesh Ramachandra Kini (Preferred)

Emails

****@ucsb.edu (Confirmed)
, 
****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher
Amazon AGI (amazon.com)
2025 – Present
PhD student
University of California, Santa Barbara (ucsb.edu)
2019 – 2024
MS student
Indian Institute of Science (iisc.ac.in)
2015 – 2017

Advisors, Relations & Conflicts

PhD Advisor
Christos Thrampoulidis
2019 – 2024
PhD Advisor
Ramtin Pedarsani
2019 – 2024

Expertise

Theory of Deep Learning
Present
Overparameterized Machine Learning
Present
Imbalanced Learning
Present
Neural Collapse
Present
Robustness
Present
Fairness
Present
Audio Large Language Models
Present
Diffusion Models
Present
Multimodal Large Language Models
Present
RL for LLM
Present

Publications

View all 17 publications

Co-Authors