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Disambiguation of "Dziugaite, Gintare Karolina"

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Information-Theoretic Generalization Bounds for SGLD via Data-Dependent Estimates.

, , , , and . NeurIPS, page 11013-11023. (2019)

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Gintare Grigonyte

Karolina Kapsa

Karolina Kazmierczak

Karolina Kwapie

Karolina Jankowska

 

Other publications of authors with the same name

In search of robust measures of generalization., , , , , , , and . NeurIPS, (2020)Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning., , , , , , , , , and 6 other author(s). NeurIPS (Competition and Demos), volume 133 of Proceedings of Machine Learning Research, page 170-190. PMLR, (2020)Understanding Generalization via Leave-One-Out Conditional Mutual Information., , , and . ISIT, page 2487-2492. IEEE, (2022)Linear Mode Connectivity and the Lottery Ticket Hypothesis., , , and . ICML, volume 119 of Proceedings of Machine Learning Research, page 3259-3269. PMLR, (2020)Data Selection for Transfer Unlearning., , , and . CoRR, (2024)Are we making progress in unlearning? Findings from the first NeurIPS unlearning competition., , , , , , , , , and 5 other author(s). CoRR, (2024)NeurIPS 2020 Competition: Predicting Generalization in Deep Learning., , , , , , , , , and . CoRR, (2020)Leveraging Function Space Aggregation for Federated Learning at Scale., , , , and . CoRR, (2023)Revisiting Generalization for Deep Learning: PAC-Bayes, Flat Minima, and Generative Models. (2018)Data-dependent PAC-Bayes priors via differential privacy., and . NeurIPS, page 8440-8450. (2018)