3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.LG2022
SQ Lower Bounds for Learning Single Neurons with Massart Noise
Ilias Diakonikolas, Daniel M. Kane, Lisheng Ren +1
We study the problem of PAC learning a single neuron in the presence of Massart noise. Specifically, for a known activation function , the learner is…
cs.LG2021★ 3 cited
Outlier-Robust Learning of Ising Models Under Dobrushin's Condition
Ilias Diakonikolas, Daniel M. Kane, Alistair Stewart +1
We study the problem of learning Ising models satisfying Dobrushin's condition in the outlier-robust setting where a constant fraction of the samples are adversarially corrupted. O…