Noise-Adaptive Margin-Based Active Learning and Lower Bounds under Tsybakov Noise Condition.

Yining Wang Aarti Singh

Published in: AAAI (2016)

Keyphrases

active learning
lower bound
missing data
noisy data
signal to noise ratio
noise reduction
additive noise
multi class
noise level
noise model
random noise
image noise
machine learning
pairwise
np hard
upper bound