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cs.LG2026
OLion: Approaching the Hadamard Ideal by Intersecting Spectral and Implicit Biases
Zixiao Wang, Yifei Shen, Huishuai Zhang
Many optimizers can be interpreted as steepest-descent methods under norm-induced geometries, and thus inherit corresponding implicit biases. We introduce \nameA{} (\fullname{}), w…
cs.LG2024
A Decade of Deep Learning: A Survey on The Magnificent Seven
Dilshod Azizov, Muhammad Arslan Manzoor, Velibor Bojkovic +9
Deep learning has fundamentally reshaped the landscape of artificial intelligence over the past decade, enabling remarkable achievements across diverse domains. At the heart of the…