22 citations · 23 across the 3 of their papers we have counts for
3 papers
cs.CC2023★ 1 cited
Relaxed Local Correctability from Local Testing
Vinayak M. Kumar, Geoffrey Mon
We construct the first asymptotically good relaxed locally correctable codes with polylogarithmic query complexity, bringing the upper bound polynomially close to the lower bound o…
cs.CC2023
Tight Correlation Bounds for Circuits Between AC0 and TC0
Vinayak M. Kumar
We initiate the study of generalized AC0 circuits comprised of negations and arbitrary unbounded fan-in gates that only need to be constant over inputs of Hamming weight , w…
stat.ML2018★ 22 cited
Deep Gaussian Processes with Convolutional Kernels
Vinayak Kumar, Vaibhav Singh, P. K. Srijith +1
Deep Gaussian processes (DGPs) provide a Bayesian non-parametric alternative to standard parametric deep learning models. A DGP is formed by stacking multiple GPs resulting in a we…