Revisiting Differentially Private ReLU Regression
–Neural Information Processing Systems
We propose two innovative algorithms, DP-GLMtron and DP-T AGLMtron, that outperform the conventional DPSGD. DP-GLMtron is based on a generalized linear model perceptron approach, integrating adaptive clipping and Gaussian mechanism for enhanced privacy.
Neural Information Processing Systems
Oct-10-2025, 04:37:24 GMT
- Country:
- Asia > China
- Guangdong Province > Guangzhou (0.04)
- Europe > Belgium
- Flanders > East Flanders > Ghent (0.04)
- North America > United States
- New York > Rensselaer County > Troy (0.04)
- Asia > China
- Genre:
- Research Report
- Experimental Study (0.93)
- New Finding (0.67)
- Research Report
- Industry:
- Information Technology > Security & Privacy (1.00)
- Technology: