2 papers
cs.LG2026
Learning from Noise: Effective-Rank Collapse and Out-of-Distribution Rejection in Restricted Boltzmann Machines
Oshada Rathnayake, Nikhil Shukla
Restricted Boltzmann machines (RBMs) represent data by shaping an energy landscape over visible and hidden configurations, but their discriminative use is fragile under out-of-dist…
cs.CY2024
Impact of Shoe Parameters on Gait Using Wearables
Nadeera Meghapathirana, Oshada Rathnayake, Thisali S Rathnayake +3
The study of biomechanics during locomotion provides valuable insights into the effects of varying conditions on specific movement patterns. This research focuses on examining the…