1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2019
Online Learning Using Only Peer Prediction
Yang Liu, David P. Helmbold
This paper considers a variant of the classical online learning problem with expert predictions. Our model's differences and challenges are due to lacking any direct feedback on th…
cs.LG2019
A New Family of Neural Networks Provably Resistant to Adversarial Attacks
Rakshit Agrawal, Luca de Alfaro, David Helmbold
Adversarial attacks add perturbations to the input features with the intent of changing the classification produced by a machine learning system. Small perturbations can yield adve…
cs.CV2009★ 1 cited
Learning Object Location Predictors with Boosting and Grammar-Guided Feature Extraction
Damian Eads, Edward Rosten, David Helmbold
We present BEAMER: a new spatially exploitative approach to learning object detectors which shows excellent results when applied to the task of detecting objects in greyscale aeria…