Statistical Active Learning Algorithms for Noise Tolerance and Differential Privacy.

Maria-Florina Balcan Vitaly Feldman

Published in: Algorithmica (2015)

Keyphrases

differential privacy
noise tolerance
differentially private
learning algorithm
linear threshold
privacy preserving
noise tolerant
active learning
data sharing
privacy preservation
sample complexity
training data
supervised learning
perceptron algorithm
data privacy
corner detectors