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researcher

Ilker Demirel

11 papers hereh-index 685 citations16 works total

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

author position
  • first author6
  • middle author4

Across the 10 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG6
  • stat.ME3
  • cs.AI1
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20212026
most citedFederated Multi-Armed Bandits Under Byzantine Attacks

2 citations · 3 across the 11 of their papers we have counts for

collaborators
Showing 2026Show all

1 paper · 1 filter

cs.AI2026

LLMs can construct powerful representations and streamline sample-efficient supervised learning

Ilker Demirel, Lawrence Shi, Zeshan Hussain +1

As real-world datasets become more complex and heterogeneous, supervised learning is often bottlenecked by input representation design. Modeling multimodal data, such as time-serie…

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