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Halil Ibrahim Gulluk

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Globally Optimal Training of Neural Networks with Threshold Activation Functions

Mar 06, 2023
Tolga Ergen, Halil Ibrahim Gulluk, Jonathan Lacotte, Mert Pilanci

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Understanding Multimodal Contrastive Learning and Incorporating Unpaired Data

Feb 23, 2023
Ryumei Nakada, Halil Ibrahim Gulluk, Zhun Deng, Wenlong Ji, James Zou, Linjun Zhang

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Towards Sample-efficient Overparameterized Meta-learning

Jan 16, 2022
Yue Sun, Adhyyan Narang, Halil Ibrahim Gulluk, Samet Oymak, Maryam Fazel

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Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning

Feb 26, 2021
Halil Ibrahim Gulluk, Yue Sun, Samet Oymak, Maryam Fazel

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