2 citations · 2 across the 7 of their papers we have counts for
7 papers
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…
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…
City-scale Pollution Aware Traffic Routing by Sampling Max Flows using MCMC
Shreevignesh Suriyanarayanan, Praveen Paruchuri, Girish Varma
A significant cause of air pollution in urban areas worldwide is the high volume of road traffic. Long-term exposure to severe pollution can cause serious health issues. One approa…
FInC Flow: Fast and Invertible Convolutions for Normalizing Flows
Aditya Kallappa, Sandeep Nagar, Girish Varma
Invertible convolutions have been an essential element for building expressive normalizing flow-based generative models since their introduction in Glow. Several attempts have been…
Automated Seed Quality Testing System using GAN & Active Learning
Sandeep Nagar, Prateek Pani, Raj Nair +1
Quality assessment of agricultural produce is a crucial step in minimizing food stock wastage. However, this is currently done manually and often requires expert supervision, espec…
CInC Flow: Characterizable Invertible 3x3 Convolution
Sandeep Nagar, Marius Dufraisse, Girish Varma
Normalizing flows are an essential alternative to GANs for generative modelling, which can be optimized directly on the maximum likelihood of the dataset. They also allow computati…
Generalized Parametric Path Problems
Prerona Chatterjee, Kshitij Gajjar, Jaikumar Radhakrishnan +1
Parametric path problems arise independently in diverse domains, ranging from transportation to finance, where they are studied under various assumptions. We formulate a general pa…