2 papers
cs.LG2026
Distributed Perceptron under Bounded Staleness, Partial Participation, and Noisy Communication
Keval Jain, Anant Raj, Saurav Prakash +1
We study a semi-asynchronous client-server perceptron trained via iterative parameter mixing (IPM-style averaging): clients run local perceptron updates and a server forms a global…
cs.CV2025
Parallel Backpropagation for Inverse of a Convolution with Application to Normalizing Flows
Sandeep Nagar, Girish Varma
The inverse of an invertible convolution is an important operation that comes up in Normalizing Flows, Image Deblurring, etc. The naive algorithm for backpropagation of this operat…