3 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.LG2022
LTU Attacker for Membership Inference
Joseph Pedersen, Rafael Muñoz-Gómez, Jiangnan Huang +3
We address the problem of defending predictive models, such as machine learning classifiers (Defender models), against membership inference attacks, in both the black-box and white…
cs.CV2022★ 2 cited
OmniPrint: A Configurable Printed Character Synthesizer
Haozhe Sun, Wei-Wei Tu, Isabelle Guyon
We introduce OmniPrint, a synthetic data generator of isolated printed characters, geared toward machine learning research. It draws inspiration from famous datasets such as MNIST,…
cs.CV2021★ 3 cited
Effectiveness of Optimization Algorithms in Deep Image Classification
Zhaoyang Zhu, Haozhe Sun, Chi Zhang
Adam is applied widely to train neural networks. Different kinds of Adam methods with different features pop out. Recently two new adam optimizers, AdaBelief and Padam are introduc…