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researcher

Melih Barsbey

12 papers hereh-index 6259 citations22 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author9

Across the 12 of 12 papers where every author was matched, so the position is known.

fields
  • cs.LG7
  • stat.ML4
  • q-bio.QM1

identity via Semantic Scholar / OpenAlex

activity
20192026
most citedHeavy Tails in SGD and Compressibility of Overparametrized Neural Networks

12 citations · 18 across the 12 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

Algorithmic Stability of Stochastic Gradient Descent with Momentum under Heavy-Tailed Noise

Thanh Dang, Melih Barsbey, A K M Rokonuzzaman Sonet +3

Understanding the generalization properties of optimization algorithms under heavy-tailed noise has gained growing attention. However, the existing theoretical results mainly focus…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.