Author of the publication

Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior.

, , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 768-776. PMLR, (2019)

Please choose a person to relate this publication to

To differ between persons with the same name, the academic degree and the title of an important publication will be displayed. You can also use the button next to the name to display some publications already assigned to the person.

 

Other publications of authors with the same name

Landmark-Based Ensemble Learning with Random Fourier Features and Gradient Boosting., , , , , , and . ECML/PKDD (3), volume 12459 of Lecture Notes in Computer Science, page 141-157. Springer, (2020)VideoSense at TRECVID 2011: Semantic Indexing from Light Similarity Functions-based Domain Adaptation with Stacking., , , , , , , , , and . TRECVID, National Institute of Standards and Technology (NIST), (2011)Learning Stochastic Majority Votes by Minimizing a PAC-Bayes Generalization Bound., , , , , , and . NeurIPS, page 455-467. (2021)A PAC-Bayes Analysis of Adversarial Robustness., , , and . NeurIPS, page 14421-14433. (2021)Metric Learning from Imbalanced Data., , , and . ICTAI, page 923-930. IEEE, (2019)Self-bounding Majority Vote Learning Algorithms by the Direct Minimization of a Tight PAC-Bayesian C-Bound., , , and . ECML/PKDD (2), volume 12976 of Lecture Notes in Computer Science, page 167-183. Springer, (2021)A general framework for the practical disintegration of PAC-Bayesian bounds., , , and . Mach. Learn., 113 (2): 519-604 (February 2024)Pseudo-Bayesian Learning with Kernel Fourier Transform as Prior., , and . AISTATS, volume 89 of Proceedings of Machine Learning Research, page 768-776. PMLR, (2019)Leveraging PAC-Bayes Theory and Gibbs Distributions for Generalization Bounds with Complexity Measures., , , , and . AISTATS, volume 238 of Proceedings of Machine Learning Research, page 3007-3015. PMLR, (2024)A Theoretically Grounded Extension of Universal Attacks from the Attacker's Viewpoint., , , , , and . ECML/PKDD (4), volume 14944 of Lecture Notes in Computer Science, page 283-300. Springer, (2024)