2 citations · 2 across the 4 of their papers we have counts for
4 papers · 1 filter
On Optimal Testing of Linearity
Vipul Arora, Esty Kelman, Uri Meir
Linearity testing has been a focal problem in property testing of functions. We combine different known techniques and observations about linearity testing in order to resolve two…
Outlier Robust Multivariate Polynomial Regression
Vipul Arora, Arnab Bhattacharyya, Mathews Boban +2
We study the problem of robust multivariate polynomial regression: let be an unknown -variate polynomial of degree at most in each variabl…
TeLeS: Temporal Lexeme Similarity Score to Estimate Confidence in End-to-End ASR
Nagarathna Ravi, Thishyan Raj T, Vipul Arora
Confidence estimation of predictions from an End-to-End (E2E) Automatic Speech Recognition (ASR) model benefits ASR's downstream and upstream tasks. Class-probability-based confide…
AdvNF: Reducing Mode Collapse in Conditional Normalising Flows using Adversarial Learning
Vikas Kanaujia, Mathias S. Scheurer, Vipul Arora
Deep generative models complement Markov-chain-Monte-Carlo methods for efficiently sampling from high-dimensional distributions. Among these methods, explicit generators, such as N…