Showing results 1 to 7 of 7
| Title | Author(s) | Issue Date | |
|---|---|---|---|
Differentially private empirical risk minimization for AUC maximization Journal:Neurocomputing | 2021 | ||
Differentially private SGD with non-smooth losses Journal:Applied and Computational Harmonic Analysis | 2022 | ||
Differentially private stochastic gradient descent with low-noise Journal:Neurocomputing | 25-Mar-2024 | ||
Generalization Guarantees of Gradient Descent for Shallow Neural Networks Journal:Neural Computation | 21-Jan-2025 | ||
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | ||
Stability and Generalization for Markov Chain Stochastic Gradient Methods Proceeding/Conference:Advances in Neural Information Processing Systems | 2022 | ||
Stability and Generalization for Randomized Coordinate Descent Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2021 |