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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 665
Title | Author(s) | Issue Date | Views | |
---|---|---|---|---|
Differentially Private SGDA for Minimax Problems Proceeding/Conference:Uncertainty in Artificial Intelligence | 2-Aug-2022 | |||
24-Apr-2023 | ||||
Generalization Analysis for Contrastive Representation Learning Proceeding/Conference:International Conference on Machine Learning | 23-Jul-2023 | |||
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems Proceeding/Conference:36th Annual Conference on Learning Theory (COLT 2023) | 12-Jul-2023 | |||
Variation of global compound heatwaves and their associations with climate variability Proceeding/Conference:EGU 2023 | 24-Apr-2023 | |||
Noise-Efficient Learning of Differentially Private Partitioning Machine Ensembles Proceeding/Conference:Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2023 | |||
On the Generalization Analysis of Adversarial Learning Proceeding/Conference:Proceedings of Machine Learning Research | 2022 | |||
Differentially Private SGDA for Minimax Problems Proceeding/Conference:Proceedings of Machine Learning Research | 2022 | |||
Stability and Generalization of Stochastic Gradient Methods for Minimax Problems Proceeding/Conference:Proceedings of Machine Learning Research | 2021 | |||
A Communication-Efficient Distributed Gradient Clipping Algorithm for Training Deep Neural Networks Proceeding/Conference:Advances in Neural Information Processing Systems | 2022 | |||
Multi-class SVMs: From tighter data-dependent generalization bounds to novel algorithms Proceeding/Conference:Advances in Neural Information Processing Systems | 2015 | |||
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks Proceeding/Conference:Advances in Neural Information Processing Systems | 2022 | |||
Stability and Generalization for Markov Chain Stochastic Gradient Methods Proceeding/Conference:Advances in Neural Information Processing Systems | 2022 | |||
Differentially Private SGDA for Minimax Problems Proceeding/Conference:Proceedings of the 38th Conference on Uncertainty in Artificial Intelligence, UAI 2022 | 2022 | |||
Fine-grained Generalisation Analysis of Inductive Matrix Completion Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | |||
Generalization Guarantee of SGD for Pairwise Learning Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | |||
Simple Stochastic and Online Gradient Descent Algorithms for Pairwise Learning Proceeding/Conference:Advances in Neural Information Processing Systems | 2021 | |||
Fine-grained Generalization Analysis of Structured Output Prediction Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2021 | |||
Learning Interpretable Concept Groups in CNNs Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2021 | |||
Stability and Generalization for Randomized Coordinate Descent Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2021 |
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 665