確率分布

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
ポリシーマイニング
汎用ポリシーマイニング手法
確率分布

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
データ収集
一般化性能
確率分布

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
ロバスト性分析
敵対的攻撃
確率分布

Cautious Deep Learning

Authors: Yotam Hechtlinger, Barnabás Póczos, Larry Wasserman | Published: 2018-05-24 | Updated: 2019-02-27
モデルの堅牢性
ラベル
確率分布