Search Results for author: Borja Ocejo

Found 2 papers, 0 papers with code

A Precise Characterization of SGD Stability Using Loss Surface Geometry

no code implementations22 Jan 2024 Gregory Dexter, Borja Ocejo, Sathiya Keerthi, Aman Gupta, Ayan Acharya, Rajiv Khanna

In this paper, we delve deeper into the relationship between linear stability and sharpness.

mSAM: Micro-Batch-Averaged Sharpness-Aware Minimization

no code implementations19 Feb 2023 Kayhan Behdin, Qingquan Song, Aman Gupta, Sathiya Keerthi, Ayan Acharya, Borja Ocejo, Gregory Dexter, Rajiv Khanna, David Durfee, Rahul Mazumder

Modern deep learning models are over-parameterized, where different optima can result in widely varying generalization performance.

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