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Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 671
TitleAuthor(s)Issue Date
 
Toward Better PAC-Bayes Bounds for Uniformly Stable Algorithms
Proceeding/Conference:Advances in Neural Information Processing Systems (10/12/2023-16/12/2023, New Orleans)
10-Dec-2023
 
The Construction of Sparse Probabilistic Boolean Networks: A Discrete Perspective
Proceeding/Conference:2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) (05/12/2023-08/12/2023, Istanbul)
5-Dec-2023
Time-Dependent Surveillance-Evasion Games
Proceeding/Conference:Proceedings of the IEEE Conference on Decision and Control
2019
 
On Reinforcement Learning in Stabilizability of Probabilistic Boolean Control Networks
Proceeding/Conference:2023 International Conference on Machine Learning and Cybernetics (ICMLC) (09/07/2023-11/07/2023, , , Adelaide)
28-Nov-2023
 
Stability and Generalization Analysis of Gradient Methods for Shallow Neural Networks
Proceeding/Conference:Advances in Neural Information Processing Systems (28/11/2022-09/12/2022, New Orleans)
28-Nov-2022
 
On the generalization analysis of adversarial learning
Proceeding/Conference:International Conference on Machine Learning (17/07/2022-23/07/2022, Baltimore)
12-Jul-2022
 
Differentially Private SGDA for Minimax Problems
Proceeding/Conference:Uncertainty in Artificial Intelligence (02/08/2022-04/08/2022, Eindhoven)
2-Aug-2022
 
24-Apr-2023
 
Generalization Analysis for Contrastive Representation Learning
Proceeding/Conference:International Conference on Machine Learning (23/07/2023-29/07/2023, Honolulu, Hawaii)
23-Jul-2023
 
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems
Proceeding/Conference:36th Annual Conference on Learning Theory (COLT 2023) (12/07/2023-15/07/2023, Bangalore, India)
12-Jul-2023
 
Variation of global compound heatwaves and their associations with climate variability
Proceeding/Conference:EGU 2023 (23/04/2023-28/04/2023, Vienna)
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
Collection's Items (Sorted by Submit Date in Descending order): 1 to 20 of 671