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| Result Number | Material Type | Add to My Shelf Action | Record Details and Options |
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| 1 |
Material Type: Article
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Towards a Unified Understanding of Uncertainty Quantification in Traffic Flow ForecastingQian, Weizhu ; Zhao, Yan ; Zhang, Dalin ; Chen, Bowei ; Zheng, Kai ; Zhou, XiaofangIEEE transactions on knowledge and data engineering, 2024-05, p.1-18 [Peer Reviewed Journal]IEEEFull text available |
| 2 |
Material Type: Article
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A PAC Approach to Application-Specific Algorithm SelectionGupta, Rishi ; Roughgarden, TimSIAM journal on computing, 2017-01, Vol.46 (3), p.992-1017 [Peer Reviewed Journal]No full-text |
| 3 |
Material Type: Article
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PAC-Bayes and domain adaptationGermain, Pascal ; Habrard, Amaury ; Laviolette, François ; Morvant, EmilieNeurocomputing (Amsterdam), 2020-02, Vol.379, p.379-397 [Peer Reviewed Journal]Elsevier B.VFull text available |
| 4 |
Material Type: Article
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Electroencephalographic Phase-Amplitude Coupling in Simulated Driving With Varying Modality-Specific Attentional DemandGonzalez-Trejo, Ernesto ; Mogele, Hannes ; Pfleger, Norbert ; Hannemann, Ronny ; Strauss, Daniel J.IEEE transactions on human-machine systems, 2019-12, Vol.49 (6), p.589-598 [Peer Reviewed Journal]IEEEFull text available |
| 5 |
Material Type: Article
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Analysis on methods to effectively improve transfer learning performanceXu, Honghui ; Li, Wei ; Cai, ZhipengTheoretical computer science, 2023-01, Vol.940, p.90-107 [Peer Reviewed Journal]Elsevier B.VFull text available |
| 6 |
Material Type: Article
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PAC-Bayes bounds for twin support vector machinesXie, Xijiong ; Shiliang SunNeurocomputing (Amsterdam), 2017-04, Vol.234, p.137-143 [Peer Reviewed Journal]Elsevier B.VFull text available |
| 7 |
Material Type: Article
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Statistical generalization performance guarantee for meta-learning with data dependent priorLiu, Tianyu ; Lu, Jie ; Yan, Zheng ; Zhang, GuangquanNeurocomputing (Amsterdam), 2021-11, Vol.465, p.391-405 [Peer Reviewed Journal]Elsevier B.VFull text available |
| 8 |
Material Type: Article
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Private and Online Learnability Are EquivalentAlon, Noga ; Bun, Mark ; Livni, Roi ; Malliaris, Maryanthe ; Moran, ShayJournal of the ACM, 2022-08, Vol.69 (4), p.1-34 [Peer Reviewed Journal]New York: Association for Computing MachineryFull text available |
| 9 |
Material Type: Conference Proceeding
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Sample Complexity of Learning Multi-value Opinions in Social NetworksShinoda, Masato ; Sakurai, Yuko ; Oyama, SatoshiPRIMA 2022: Principles and Practice of Multi-Agent Systems, 2023, p.192-207 [Peer Reviewed Journal]Cham: Springer International PublishingNo full-text |
| 10 |
Material Type: Article
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PAC-Bayes Bounds for Bandit Problems: A Survey and Experimental ComparisonFlynn, Hamish ; Reeb, David ; Kandemir, Melih ; Peters, JanIEEE transactions on pattern analysis and machine intelligence, 2023-12, Vol.45 (12), p.1-20 [Peer Reviewed Journal]IEEEFull text available |
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