A Minimization Formulation for Source Separation with a Microphone Array. - Ilker Bayram; Aziz Kocanaogullari (SIU, 2015)

A dereverberation formulation based on sparsity. - Aziz Kocanaogullari; Ilker Bayram (SIU, 2015)

A dereverberation formulation employing phase information. - Aziz Kocanaogullari; Ilker Bayram (SIU, 2016)

Active Descriptor Learning for Feature Matching. - Aziz Koçanaogullari; Esra Ataer Cansizoglu (ECCV Workshops (4), 2018)

Digital image decomposition and contrast enhancement using high-dimensional model representation. - Burcu Tunga; Aziz Kocanaogullari (Signal Image Video Process., 2018)

On Analysis of Active Querying for Recursive State Estimation. - Aziz Kocanaogullari; Deniz Erdogmus; Murat Akçakaya (IEEE Signal Process. Lett., 2018)

Optimal Query Selection Using Multi-Armed Bandits. - Aziz Kocanaogullari; Yeganeh M. Marghi; Murat Akçakaya; Deniz Erdogmus (IEEE Signal Process. Lett., 2018)

A History-based Stopping Criterion in Recursive Bayesian State Estimation. - Yeganeh M. Marghi; Aziz Koçanaogullari; Murat Akçakaya; Deniz Erdogmus (ICASSP, 2019)

Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces. - Aziz Koçanaogullari; Murat Akçakaya; Barry Oken; Deniz Erdogmus (PETRA, 2020)

BciPy: Brain-Computer Interface Software in Python. - Tab Memmott; Aziz Koçanaogullari; Matthew Lawhead; Daniel Klee; Shiran Dudy; Melanie Fried-Oken; Barry Oken (CoRR, 2020)

Active Recursive Bayesian Inference with Posterior Trajectory Analysis Using α-Divergence. - Yeganeh M. Marghi; Aziz Kocanaogullari; Murat Akçakaya; Deniz Erdogmus (CoRR, 2020)

Geometric Analysis of Uncertainty Sampling for Dense Neural Network Layer. - Aziz Koçanaogullari; Niklas Smedemark-Margulies; Murat Akçakaya; Deniz Erdogmus (IEEE Signal Process. Lett., 2021)

Learning the Regularization in DCE-MR Image Reconstruction for Functional Imaging of Kidneys. - Aziz Koçanaogullari; Cemre Ariyurek; Onur Afacan; Sila Kurugol (IEEE Access, 2022)

Stopping Criterion Design for Recursive Bayesian Classification: Analysis and Decision Geometry. - Aziz Koçanaogullari; Murat Akçakaya; Deniz Erdogmus (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Active recursive Bayesian inference using Rényi information measures. - Yeganeh M. Marghi; Aziz Koçanaogullari; Murat Akçakaya; Deniz Erdogmus (Pattern Recognit. Lett., 2022)

Recursive Estimation of User Intent From Noninvasive Electroencephalography Using Discriminative Models. - Niklas Smedemark-Margulies; Basak Celik; Tales Imbiriba; Aziz Kocanaogullari; Deniz Erdogmus (ICASSP, 2023)