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researcher

M. Y. Turali

7 papers hereh-index 368 citations10 works total

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

author position
  • first author2
  • middle author4

Across the 6 of 7 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI2
  • cs.CL1
  • eess.IV1

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedAFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

1 citations · 1 across the 6 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2026

Teaching LLMs to Recommend and Defer in Underrepresented Epilepsy Care

Shreyas Rajesh, Kartik Sharma, Tonmoy Monsoor +8

Specialist epilepsy expertise is scarce in resource-constrained settings. Clinical decision-support systems must adapt to local prescribing practices and recognize when specialist…

cs.LG2024

Binary Feature Mask Optimization for Feature Selection

Mehmet E. Lorasdagi, Mehmet Y. Turali, Suleyman S. Kozat

We investigate feature selection problem for generic machine learning models. We introduce a novel framework that selects features considering the outcomes of the model. Our framew…

cs.LG2024★ 1 cited

AFS-BM: Enhancing Model Performance through Adaptive Feature Selection with Binary Masking

Mehmet Y. Turali, Mehmet E. Lorasdagi, Ali T. Koc +1

We study the problem of feature selection in general machine learning (ML) context, which is one of the most critical subjects in the field. Although, there exist many feature sele…

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