Barsbey, Melih

6 publications

ICLR 2025 Grokking at the Edge of Numerical Stability Lucas Prieto, Melih Barsbey, Pedro A. M. Mediano, Tolga Birdal

ICLRW 2025 Higher-Order Molecular Learning: The Cellular Transformer Melih Barsbey, Rubén Ballester, Andac Demir, Carles Casacuberta, Pablo Hernández-García, David Pujol-Perich, Sarper Yurtseven, Sergio Escalera, Claudio Battiloro, Mustafa Hajij, Tolga Birdal

ICCV 2025 Large Learning Rates Simultaneously Achieve Robustness to Spurious Correlations and Compressibility Melih Barsbey, Lucas Prieto, Stefanos Zafeiriou, Tolga Birdal

ICML 2024 Implicit Compressibility of Overparametrized Neural Networks Trained with Heavy-Tailed SGD Yijun Wan, Melih Barsbey, Abdellatif Zaidi, Umut Simsekli

ALT 2023 Algorithmic Stability of Heavy-Tailed Stochastic Gradient Descent on Least Squares Anant Raj, Melih Barsbey, Mert Gurbuzbalaban, Lingjiong Zhu, Umut Şim\scekli

NeurIPS 2021 Heavy Tails in SGD and Compressibility of Overparametrized Neural Networks Melih Barsbey, Milad Sefidgaran, Murat A Erdogdu, Gaël Richard, Umut Simsekli