Probability distribution

The Next 700 Policy Miners: A Universal Method for Building Policy Miners

Authors: Carlos Cotrini, Luca Corinzia, Thilo Weghorn, David Basin | Published: 2019-08-16 | Updated: 2019-08-27
Policy Mining
General-Purpose Policy Mining Methods
Probability distribution

Calibrate: Frequency Estimation and Heavy Hitter Identification with Local Differential Privacy via Incorporating Prior Knowledge

Authors: Jinyuan Jia, Neil Zhenqiang Gong | Published: 2018-12-05 | Updated: 2018-12-11
Data Collection
Generalization Performance
Probability distribution

Stochastic Combinatorial Ensembles for Defending Against Adversarial Examples

Authors: George A. Adam, Petr Smirnov, David Duvenaud, Benjamin Haibe-Kains, Anna Goldenberg | Published: 2018-08-20 | Updated: 2018-09-08
Robustness Analysis
Adversarial attack
Probability distribution

Cautious Deep Learning

Authors: Yotam Hechtlinger, Barnabás Póczos, Larry Wasserman | Published: 2018-05-24 | Updated: 2019-02-27
Model Robustness
Label
Probability distribution