Localized Complexities for Transductive Learning

26 November 2014

Papers citing "Localized Complexities for Transductive Learning"

6 / 6 papers shown

Title
Information-Theoretic Generalization Bounds for Transductive Learning and its Applications Huayi Tang Yong Liu 65 1 0 08 Nov 2023
Learning Theory Can (Sometimes) Explain Generalisation in Graph Neural Networks Pascal Esser L. C. Vankadara Debarghya Ghoshdastidar 33 54 0 07 Dec 2021
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks Kenta Oono Taiji Suzuki AI4CE 42 32 0 15 Jun 2020
Multi-Task Learning with Labeled and Unlabeled Tasks Anastasia Pentina Christoph H. Lampert OffRL 19 37 0 21 Feb 2016
Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning Niloofar Yousefi Yunwen Lei Marius Kloft M. Mollaghasemi G. Anagnostopoulos 28 29 0 18 Feb 2016
Minimax Lower Bounds for Realizable Transductive Classification Ilya O. Tolstikhin David Lopez-Paz 32 9 0 09 Feb 2016