Steady state MSE analysis of convexly constrained mixture methods. - Mehmet A. Donmez; Suleyman Serdar Kozat (CIP, 2012)

Adaptive mixture methods using Bregman divergences. - Huseyin A. Inan; Mehmet A. Donmez; Suleyman Serdar Kozat (ICASSP, 2012)

Competitive least squares problem with bounded data uncertainties. - Nargiz Kalantarova; Mehmet A. Donmez; Suleyman Serdar Kozat (ICASSP, 2012)

Transient analysis of convexly constrained mixture methods. - Mehmet A. Donmez; Huseyin Ozkan; Suleyman Serdar Kozat (MLSP, 2012)

Optimal portfolios under transaction costs in discrete time markets. - Mehmet A. Donmez; Sait Tunç; Suleyman Serdar Kozat (MLSP, 2012)

Growth optimal portfolios in discrete-time markets under transaction costs. - Mehmet A. Donmez; Sait Tunç; Suleyman Serdar Kozat (SPAWC, 2012)

A Novel Robust Approach to Least Squares Problems with Bounded Data Uncertainties - Nargiz Kalantarova; Mehmet A. Donmez; Suleyman Serdar Kozat (CoRR, 2012)

A New Analysis of an Adaptive Convex Mixture: A Deterministic Approach - Mehmet A. Donmez; Sait Tunç; Suleyman Serdar Kozat (CoRR, 2012)

Robust Estimation in Rayleigh Fading Channels Under Bounded Channel Uncertainties - Mehmet A. Donmez; Huseyin A. Inan; Suleyman Serdar Kozat (CoRR, 2012)

A Deterministic Analysis of an Online Convex Mixture of Expert Algorithms - Mehmet A. Donmez; Sait Tunç; Suleyman Serdar Kozat (CoRR, 2012)

Steady State and Transient MSE Analysis of Convexly Constrained Mixture Methods. - Mehmet A. Donmez; Suleyman Serdar Kozat (IEEE Trans. Signal Process., 2012)

Competitive and online piecewise linear classification. - Huseyin Ozkan; Mehmet A. Donmez; Ozgun S. Pelvan; Arda Akman; Suleyman Serdar Kozat (ICASSP, 2013)

Growth optimal investment with threshold rebalancing portfolios under transaction costs. - Sait Tunç; Mehmet A. Donmez; Suleyman Serdar Kozat (ICASSP, 2013)

Robust LS Equalization Methods for MIMO Systems Under Bounded Model Uncertainties. - N. Denizcan Vanli; Mehmet A. Donmez; Suleyman Serdar Kozat (CoRR, 2013)

Adaptive mixture methods based on Bregman divergences. - Mehmet A. Donmez; Huseyin A. Inan; Suleyman Serdar Kozat (Digit. Signal Process., 2013)

Robust estimation in flat fading channels under bounded channel uncertainties. - Mehmet A. Donmez; Huseyin A. Inan; Suleyman Serdar Kozat (Digit. Signal Process., 2013)

Optimal Investment Under Transaction Costs: A Threshold Rebalanced Portfolio Approach. - Sait Tunç; Mehmet A. Donmez; Suleyman Serdar Kozat (IEEE Trans. Signal Process., 2013)

Sequential prediction of individual sequences in the presence of computational errors. - Mehmet A. Donmez; Andrew C. Singer (ACSSC, 2014)

Robust regularized least squares estimation in the presence of bounded data uncertainties. - Nuri Denizcan Vanli; Suleyman Serdar Kozat; Mehmet A. Donmez (ICASSP, 2014)

Robust least squares methods under bounded data uncertainties. - N. Denizcan Vanli; Mehmet A. Donmez; Suleyman Serdar Kozat (Digit. Signal Process., 2015)

A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm. - Huseyin Ozkan; Mehmet A. Donmez; Sait Tunç; Suleyman Serdar Kozat (IEEE Trans. Neural Networks Learn. Syst., 2015)

Cost-performance tradeoffs in unreliable computation architectures. - Mehmet A. Donmez; Maxim Raginsky; Andrew C. Singer; Lav R. Varshney (ACSSC, 2016)

Growth optimal investment in discrete-time markets with proportional transaction costs. - N. Denizcan Vanli; Sait Tunç; Mehmet A. Donmez; Suleyman Serdar Kozat (Digit. Signal Process., 2016)

Online Optimization Under Adversarial Perturbations. - Mehmet A. Donmez; Maxim Raginsky; Andrew C. Singer (IEEE J. Sel. Top. Signal Process., 2016)

EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD. - Mehmet A. Donmez; Maxim Raginsky; Andrew C. Singer (CoRR, 2017)

Cost-Performance Tradeoffs in Fusing Unreliable Computational Units. - Mehmet A. Donmez; Maxim Raginsky; Andrew C. Singer; Lav R. Varshney (CoRR, 2017)

Robust and reliable decision-making systems and algorithms - Mehmet A. Donmez (2017)

EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD. - Mehmet A. Donmez; Jeffrey Ludwig; Maxim Raginsky; Andrew C. Singer (ACSCC, 2021)