Concepedia
Statistics
Publications
7
Citations
575
H-Index
Active since
2017
Affiliations
Massachusetts Institute of Technology(Current)
California Institute of Technology
Google (United States)
Kai Xiao is an author at Massachusetts Institute of Technology specializing in computer science, engineering, and deep learning.
Top concepts
EngineeringDeep LearningComputer ScienceMachine LearningArtificial IntelligenceAdversarial Machine LearningData ScienceVerificationPattern RecognitionBiometrics
Publications per year
2017–2021
Evaluating Robustness of Neural Networks with Mixed Integer Programming
Vincent Tjeng, Kai Xiao, Russ Tedrake · arXiv (Cornell University) · 2017 · 337 citations · Full text
Training for Faster Adversarial Robustness Verification via Inducing ReLU Stability
Kai Xiao, Vincent Tjeng, Nur Muhammad Mahi Shafiullah et al. · arXiv (Cornell University) · 2018 · 64 citations · Full text
Artificial Intelligence, Inducing Relu Stability, Convolutional Neural Network +14
Training for faster adversarial robustness verification via inducing Relu stability
Kai Xiao, Vincent Tjeng, Nur Muhammad Mahi Shafiullah et al. · DSpace@MIT (Massachusetts Institute of Technology) · 2018 · 61 citations · Full text
Noise or Signal: The Role of Image Backgrounds in Object Recognition
Kai Xiao, Logan Engstrom, Andrew Ilyas et al. · arXiv (Cornell University) · 2020 · 59 citations · Full text
Convolutional Neural Network, Background Signal, Machine Learning +18
A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES
Krishnamurthy Dvijotham, Jamie Hayes, Borja Balle et al. · International Conference on Learning Representations · 2020 · 26 citations
Artificial Intelligence, Engineering, Machine Learning +17
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