3 papers
cs.LG2025
A Unified Noise-Curvature View of Loss of Trainability
Gunbir Singh Baveja, Alex Lewandowski, Mark Schmidt
Loss of trainability refers to a phenomenon in continual learning where parameter updates no longer make progress on the optimization objective, so accuracy stalls or degrades as t…
cs.AI2025
Exploration and Adaptation in Non-Stationary Tasks with Diffusion Policies
Gunbir Singh Baveja
This paper investigates the application of Diffusion Policy in non-stationary, vision-based RL settings, specifically targeting environments where task dynamics and objectives evol…
cs.CV2024
Impact of Financial Literacy on Investment Decisions and Stock Market Participation using Extreme Learning Machines
Gunbir Singh Baveja, Aaryavir Verma
The stock market has become an increasingly popular investment option among new generations, with individuals exploring more complex assets. This rise in retail investors' particip…