Deniz Akdemir

According to our database, Deniz Akdemir authored at least 10 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Approximate Computation via Le Cam Simulability.

Deniz Akdemir

CoRR, December, 2025

TabMixNN: A Unified Deep Learning Framework for Structural Mixed Effects Modeling on Tabular Data.

Deniz Akdemir

CoRR, December, 2025

Le Cam Distortion: A Decision-Theoretic Framework for Robust Transfer Learning.

Deniz Akdemir

CoRR, December, 2025

Likelihood-Preserving Embeddings for Statistical Inference.

Deniz Akdemir

CoRR, December, 2025

Establishment of a machine learning-based prediction framework to assess trade-offs in decisions that affect post-HCT outcomes.

Deniz Akdemir, Jeffery J. Auletta, Caitrin Bupp, Martin Maiers, Yung-Tsi Bolon

Comput. Biol. Medicine, 2025

2023

An Expectation-Maximization Algorithm for Combining a Sample of Partially Overlapping Covariance Matrices.

Deniz Akdemir, Mohamed Somo, Julio Isidro-Sanchéz

Axioms, February, 2023

2017

Selection of training populations (and other subset selection problems) with an accelerated genetic algorithm (STPGA: An R-package for selection of training populations with a genetic algorithm).

Deniz Akdemir

CoRR, 2017

2014

Ensemble learning with trees and rules: Supervised, semi-supervised, unsupervised.

Deniz Akdemir, Jean-Luc Jannink

Intell. Data Anal., 2014

2013

Soft Rule Ensembles for Supervised Learning.

Deniz Akdemir, Nicolas Heslot, Jean-Luc Jannink

Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

2012

Soft Rule Ensembles for Statistical Learning

Deniz Akdemir, Nicolas Heslot

CoRR, 2012