Showing results 1 to 6 of 6
Title | Author(s) | Issue Date | |
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Generalization bounds for regularized pairwise learning Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2018 | ||
Generalization performance of multi-pass stochastic gradient descent with convex loss functions Journal:Journal of Machine Learning Research | 2021 | ||
On performance estimation in automatic algorithm configuration Proceeding/Conference:AAAI 2020 - 34th AAAI Conference on Artificial Intelligence | 2020 | ||
Optimal stochastic and online learning with individual iterates Proceeding/Conference:Advances in Neural Information Processing Systems | 2019 | ||
Stochastic composite mirror descent: Optimal bounds with high probabilities Proceeding/Conference:Advances in Neural Information Processing Systems | 2018 | ||
Stochastic Gradient Descent for Nonconvex Learning without Bounded Gradient Assumptions Journal:IEEE Transactions on Neural Networks and Learning Systems | 2020 |