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Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 669
Title | Author(s) | Issue Date | |
---|---|---|---|
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 | ||
Norm-Based Generalisation Bounds for Deep Multi-Class Convolutional Neural Networks Proceeding/Conference:35th AAAI Conference on Artificial Intelligence, AAAI 2021 | 2021 | ||
Fine-grained Generalization Analysis of Vector-valued Learning Proceeding/Conference:35th AAAI Conference on Artificial Intelligence, AAAI 2021 | 2021 | ||
Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss Proceeding/Conference:Proceedings of Machine Learning Research | 2021 | ||
Fine-Grained analysis of stability and generalization for stochastic gradientdescent Proceeding/Conference:37th International Conference on Machine Learning, ICML 2020 | 2020 | ||
Sharper generalization bounds for pairwise learning Proceeding/Conference:Advances in Neural Information Processing Systems | 2020 | ||
SHARPER GENERALIZATION BOUNDS FOR LEARNING WITH GRADIENT-DOMINATED OBJECTIVE FUNCTIONS Proceeding/Conference:ICLR 2021 - 9th International Conference on Learning Representations | 2021 | ||
Stochastic hard thresholding algorithms for AUC maximization Proceeding/Conference:Proceedings - IEEE International Conference on Data Mining, ICDM | 2020 | ||
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 | ||
Some results on affine Deligne-Lusztig varieties Proceeding/Conference:Proceedings of the International Congress of Mathematicians, ICM 2018 | 2018 | ||
Stochastic composite mirror descent: Optimal bounds with high probabilities Proceeding/Conference:Advances in Neural Information Processing Systems | 2018 | ||
Localized multiple kernel learning|A convex approach Proceeding/Conference:Journal of Machine Learning Research | 2016 | ||
An Enhanced Firefly Algorithm with Orthogonal Centroid Opposition-Based Learning Proceeding/Conference:2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings | 2018 | ||
Generalization bounds for regularized pairwise learning Proceeding/Conference:IJCAI International Joint Conference on Artificial Intelligence | 2018 | ||
A regularity upgrade of pressure Proceeding/Conference:Contemporary Mathematics | 2019 | ||
A quadratic lower bound for the permanent and determinant problem over any characteristic ≠ 2 Proceeding/Conference:Proceedings of the Annual ACM Symposium on Theory of Computing | 2008 |
Collection's Items (Sorted by Submit Date in Descending order): 21 to 40 of 669