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researcher

M. E. Ildiz

14 papers hereh-index 11650 citations18 works total

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

author position
  • first author4
  • middle author9
  • last author1

Across the 14 of 14 papers where every author was matched, so the position is known.

fields
  • cs.LG10
  • cs.CV1
  • cs.IT1
  • math.CO1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20182026
most citedSynergistic Reconstruction and Synthesis via Generative Adversarial Networks for Accelerated Multi-Contrast MRI

13 citations · 33 across the 14 of their papers we have counts for

collaborators
Showing stat.MLShow all

1 paper · 1 filter

stat.ML2024

High-dimensional Analysis of Knowledge Distillation: Weak-to-Strong Generalization and Scaling Laws

M. Emrullah Ildiz, Halil Alperen Gozeten, Ege Onur Taga +2

A growing number of machine learning scenarios rely on knowledge distillation where one uses the output of a surrogate model as labels to supervise the training of a target model.…

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