Numerical Stability Issues

Privacy-preserving Data Sharing on Vertically Partitioned Data

Authors: Razane Tajeddine, Joonas Jälkö, Samuel Kaski, Antti Honkela | Published: 2020-10-19 | Updated: 2022-09-02
Numerical Stability Issues
Optimization Methods
Privacy Protection in Machine Learning
2020.10.19 2025.05.28
Literature Database

Robustness Certificates for Sparse Adversarial Attacks by Randomized Ablation

Authors: Alexander Levine, Soheil Feizi | Published: 2019-11-21
Model Performance Evaluation
Numerical Stability Issues
Adversarial Attack Methods
2019.11.21 2025.05.28
Literature Database

Suspicion-Free Adversarial Attacks on Clustering Algorithms

Authors: Anshuman Chhabra, Abhishek Roy, Prasant Mohapatra | Published: 2019-11-16
Model Performance Evaluation
Numerical Stability Issues
Adversarial Attack Methods
2019.11.16 2025.05.28
Literature Database

Robust Design of Deep Neural Networks against Adversarial Attacks based on Lyapunov Theory

Authors: Arash Rahnama, Andre T. Nguyen, Edward Raff | Published: 2019-11-12
Model Design
Numerical Stability Issues
Adversarial Example
2019.11.12 2025.05.28
Literature Database

Long-range Event-level Prediction and Response Simulation for Urban Crime and Global Terrorism with Granger Networks

Authors: Timmy Li, Yi Huang, James Evans, Ishanu Chattopadhyay | Published: 2019-11-04
Model Performance Evaluation
Numerical Stability Issues
Role of Machine Learning
2019.11.04 2025.05.28
Literature Database

Exponential error rates of SDP for block models: Beyond Grothendieck’s inequality

Authors: Yingjie Fei, Yudong Chen | Published: 2017-05-23
Numerical Stability Issues
Selection and Evaluation of Optimization Algorithms
High-Dimensional Data Analysis
2017.05.23 2025.05.28
Literature Database