Search Results - "Gintare, Karolina Dziugaite" :: K.UTB vyhledávací portál

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Revisiting generalization for deep learning : PAC-Bayes, flat minima, and generative models

by Dziugaite, Gintare Karolina
Year of Publication 2019

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Dissertation

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Data Selection for Transfer Unlearning

by Sepahvand, Nazanin Mohammadi, Dumoulin, Vincent, Triantafillou, Eleni, Dziugaite, Gintare Karolina
Year of Publication 16.05.2024

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Journal Article

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Probabilistic fine-tuning of pruning masks and PAC-Bayes self-bounded learning

by Hayou, Soufiane, He, Bobby, Dziugaite, Gintare Karolina
Year of Publication 22.10.2021

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Journal Article

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Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias

by Yang, Yu, Gan, Eric, Dziugaite, Gintare Karolina, Mirzasoleiman, Baharan
Year of Publication 30.05.2023

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Journal Article

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Deep Learning on a Data Diet: Finding Important Examples Early in Training

by Paul, Mansheej, Ganguli, Surya, Dziugaite, Gintare Karolina
Year of Publication 14.07.2021

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Journal Article

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Unmasking Efficiency: Learning Salient Sparse Models in Non-IID Federated Learning

by Ohib, Riyasat, Thapaliya, Bishal, Dziugaite, Gintare Karolina, Liu, Jingyu, Calhoun, Vince, Plis, Sergey
Year of Publication 14.05.2024

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Journal Article

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Simultaneous linear connectivity of neural networks modulo permutation

by Sharma, Ekansh, Kwok, Devin, Denton, Tom, Roy, Daniel M, Rolnick, David, Dziugaite, Gintare Karolina
Year of Publication 09.04.2024

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Journal Article

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Evaluating Interventional Reasoning Capabilities of Large Language Models

by Kasetty, Tejas, Mahajan, Divyat, Dziugaite, Gintare Karolina, Drouin, Alexandre, Sridhar, Dhanya
Year of Publication 08.04.2024

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Journal Article

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Understanding Generalization via Leave-One-Out Conditional Mutual Information

by Haghifam, Mahdi, Moran, Shay, Roy, Daniel M, Dziugaite, Gintare Karolina
Year of Publication 29.06.2022

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Journal Article

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

by Attias, Idan, Dziugaite, Gintare Karolina, Haghifam, Mahdi, Livni, Roi, Roy, Daniel M
Year of Publication 14.02.2024

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Journal Article

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Dataset Difficulty and the Role of Inductive Bias

by Kwok, Devin, Anand, Nikhil, Frankle, Jonathan, Dziugaite, Gintare Karolina, Rolnick, David
Year of Publication 03.01.2024

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Journal Article

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Leveraging Function Space Aggregation for Federated Learning at Scale

by Dhawan, Nikita, Mitchell, Nicole, Charles, Zachary, Garrett, Zachary, Dziugaite, Gintare Karolina
Year of Publication 16.11.2023

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Journal Article

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The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning

by Jin, Tian, Clement, Nolan, Dong, Xin, Nagarajan, Vaishnavh, Carbin, Michael, Ragan-Kelley, Jonathan, Dziugaite, Gintare Karolina
Year of Publication 06.10.2023

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Journal Article

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Towards a Unified Information-Theoretic Framework for Generalization

by Haghifam, Mahdi, Dziugaite, Gintare Karolina, Moran, Shay, Roy, Daniel M
Year of Publication 09.11.2021

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Journal Article

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Limitations of Information-Theoretic Generalization Bounds for Gradient Descent Methods in Stochastic Convex Optimization

by Haghifam, Mahdi, Rodríguez-Gálvez, Borja, Thobaben, Ragnar, Skoglund, Mikael, Roy, Daniel M, Dziugaite, Gintare Karolina
Year of Publication 27.12.2022

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Journal Article