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Disambiguation of "Dziugaite, Gintare Karolina"

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Computing Nonvacuous Generalization Bounds for Deep (Stochastic) Neural Networks with Many More Parameters than Training Data.

, and . UAI, AUAI Press, (2017)

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Gintare Grigonyte

Karolina Kazmierczak

Karolina Kwapie

Karolina Kapsa

Karolina Krämer

 

Other publications of authors with the same name

Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy., and . CoRR, (2017)Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability., , and . CoRR, (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)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)In search of robust measures of generalization., , , , , , , and . NeurIPS, (2020)A study of the effect of JPG compression on adversarial images., , and . CoRR, (2016)Stochastic Neural Network with Kronecker Flow., , , , , and . CoRR, (2019)In Defense of Uniform Convergence: Generalization via derandomization with an application to interpolating predictors, , and . (2019)cite arxiv:1912.04265Comment: 12 pages.Linear Mode Connectivity and the Lottery Ticket Hypothesis, , , and . (2019)cite arxiv:1912.05671Comment: This submission subsumes 1903.01611 ("Stabilizing the Lottery Ticket Hypothesis" and "The Lottery Ticket Hypothesis at Scale").