Impact of Generalization

The advantages of multiple classes for reducing overfitting from test set reuse

Authors: Vitaly Feldman, Roy Frostig, Moritz Hardt | Published: 2019-05-24
Model Extraction Attack
Impact of Generalization
Performance Evaluation Metrics

Shallow-Deep Networks: Understanding and Mitigating Network Overthinking

Authors: Yigitcan Kaya, Sanghyun Hong, Tudor Dumitras | Published: 2018-10-16 | Updated: 2019-05-09
Backdoor Detection
Robustness Improvement Method
Impact of Generalization

Adaptive Fraud Detection System Using Dynamic Risk Features

Authors: Huiying Mao, Yung-wen Liu, Yuting Jia, Jay Nanduri | Published: 2018-10-10
FR Detection Mechanism
Online Learning
Impact of Generalization