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Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.

I. Attias, G. Dziugaite, M. Haghifam, R. Livni, and D. Roy. CoRR, (2024)

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Gintare Grigonyte

Karolina Jankowska

Karolina Schymik

Karolina Kapsa

Karolina Kazmierczak

Other publications of authors with the same name

Enforcing Interpretability and its Statistical Impacts: Trade-offs between Accuracy and Interpretability.G. Dziugaite, S. Ben-David, and D. Roy. CoRR, (2020)Entropy-SGD optimizes the prior of a PAC-Bayes bound: Data-dependent PAC-Bayes priors via differential privacy.G. Dziugaite, and D. Roy. CoRR, (2017)Understanding Generalization via Leave-One-Out Conditional Mutual Information.M. Haghifam, S. Moran, D. Roy, and G. Dziugaite. ISIT, page 2487-2492. IEEE, (2022)In search of robust measures of generalization.G. Dziugaite, A. Drouin, B. Neal, N. Rajkumar, E. Caballero, L. Wang, I. Mitliagkas, and D. Roy. NeurIPS, (2020)Methods and Analysis of The First Competition in Predicting Generalization of Deep Learning.Y. Jiang, P. Natekar, M. Sharma, S. Aithal, D. Kashyap, N. Subramanyam, C. Lassance, D. Roy, G. Dziugaite, S. Gunasekar and 6 other author(s). NeurIPS (Competition and Demos), volume 133 of Proceedings of Machine Learning Research, page 170-190. PMLR, (2020)Linear Mode Connectivity and the Lottery Ticket Hypothesis.J. Frankle, G. Dziugaite, D. Roy, and M. Carbin. ICML, volume 119 of Proceedings of Machine Learning Research, page 3259-3269. PMLR, (2020)A study of the effect of JPG compression on adversarial images.G. Dziugaite, Z. Ghahramani, and D. Roy. CoRR, (2016)RelatIF: Identifying Explanatory Training Samples via Relative Influence.E. Barshan, M. Brunet, and G. Dziugaite. AISTATS, volume 108 of Proceedings of Machine Learning Research, page 1899-1909. PMLR, (2020)Stochastic Neural Network with Kronecker Flow.C. Huang, A. Touati, P. Vincent, G. Dziugaite, A. Lacoste, and A. Courville. CoRR, (2019)Linear Mode Connectivity and the Lottery Ticket HypothesisJ. Frankle, G. Dziugaite, D. Roy, and M. Carbin. (2019)cite arxiv:1912.05671Comment: This submission subsumes 1903.01611 ("Stabilizing the Lottery Ticket Hypothesis" and "The Lottery Ticket Hypothesis at Scale").

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Disambiguation of "Dziugaite, Gintare Karolina"

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Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.

Please choose a person to relate this publication to

Gintare Grigonyte

Karolina Jankowska

Karolina Schymik

Karolina Kapsa

Karolina Kazmierczak

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Dziugaite, Gintare Karolina"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.

Please choose a person to relate this publication to

Gintare Grigonyte

Karolina Jankowska

Karolina Schymik

Karolina Kapsa

Karolina Kazmierczak

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Information Complexity of Stochastic Convex Optimization: Applications to Generalization and Memorization.