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Gintare Karolina Dziugaite

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Data Selection for Transfer Unlearning

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May 16, 2024
Nazanin Mohammadi Sepahvand, Vincent Dumoulin, Eleni Triantafillou, Gintare Karolina Dziugaite

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

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May 15, 2024
Riyasat Ohib, Bishal Thapaliya, Gintare Karolina Dziugaite, Jingyu Liu, Vince Calhoun, Sergey Plis

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Simultaneous linear connectivity of neural networks modulo permutation

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Apr 09, 2024
Ekansh Sharma, Devin Kwok, Tom Denton, Daniel M. Roy, David Rolnick, Gintare Karolina Dziugaite

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Evaluating Interventional Reasoning Capabilities of Large Language Models

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Apr 08, 2024
Tejas Kasetty, Divyat Mahajan, Gintare Karolina Dziugaite, Alexandre Drouin, Dhanya Sridhar

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

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Feb 14, 2024
Idan Attias, Gintare Karolina Dziugaite, Mahdi Haghifam, Roi Livni, Daniel M. Roy

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Mixtures of Experts Unlock Parameter Scaling for Deep RL

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Feb 13, 2024
Johan Obando-Ceron, Ghada Sokar, Timon Willi, Clare Lyle, Jesse Farebrother, Jakob Foerster, Gintare Karolina Dziugaite, Doina Precup, Pablo Samuel Castro

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Dataset Difficulty and the Role of Inductive Bias

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Jan 03, 2024
Devin Kwok, Nikhil Anand, Jonathan Frankle, Gintare Karolina Dziugaite, David Rolnick

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Leveraging Function Space Aggregation for Federated Learning at Scale

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Nov 17, 2023
Nikita Dhawan, Nicole Mitchell, Zachary Charles, Zachary Garrett, Gintare Karolina Dziugaite

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

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Oct 07, 2023
Tian Jin, Nolan Clement, Xin Dong, Vaishnavh Nagarajan, Michael Carbin, Jonathan Ragan-Kelley, Gintare Karolina Dziugaite

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

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May 30, 2023
Yu Yang, Eric Gan, Gintare Karolina Dziugaite, Baharan Mirzasoleiman

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