Mehmet A. Donmez

30 papers Misc 7Journal 17Unranked 5
YearRankTypeTitle / Venue / Authors
2021 — conf
EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD.
ACSCC
Mehmet A. Donmez, Jeffrey Ludwig, Maxim Raginsky, Andrew C. Singer
2017 J jnl
Cost-Performance Tradeoffs in Fusing Unreliable Computational Units.
CoRR
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer, Lav R. Varshney
2017 J jnl
EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD.
CoRR
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
2017 — —
Robust and reliable decision-making systems and algorithms
Mehmet A. Donmez
2016 Misc conf
Cost-performance tradeoffs in unreliable computation architectures.
ACSSC
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer, Lav R. Varshney
2016 J jnl
Growth optimal investment in discrete-time markets with proportional transaction costs.
Digit. Signal Process.
N. Denizcan Vanli, Sait Tunç, Mehmet A. Donmez, Suleyman Serdar Kozat
2016 J jnl
Online Optimization Under Adversarial Perturbations.
IEEE J. Sel. Top. Signal Process.
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
2015 J jnl
A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm.
IEEE Trans. Neural Networks Learn. Syst.
Huseyin Ozkan, Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat
2015 J jnl
Robust least squares methods under bounded data uncertainties.
Digit. Signal Process.
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
2014 Misc conf
Robust regularized least squares estimation in the presence of bounded data uncertainties.
ICASSP
Nuri Denizcan Vanli, Suleyman Serdar Kozat, Mehmet A. Donmez
2014 Misc conf
Sequential prediction of individual sequences in the presence of computational errors.
ACSSC
Mehmet A. Donmez, Andrew C. Singer
2013 J jnl
Adaptive mixture methods based on Bregman divergences.
Digit. Signal Process.
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
2013 Misc conf
Competitive and online piecewise linear classification.
ICASSP
Huseyin Ozkan, Mehmet A. Donmez, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat
2013 Misc conf
Growth optimal investment with threshold rebalancing portfolios under transaction costs.
ICASSP
Sait Tunç, Mehmet A. Donmez, Suleyman Serdar Kozat
2013 J jnl
Optimal Investment Under Transaction Costs: A Threshold Rebalanced Portfolio Approach.
IEEE Trans. Signal Process.
Sait Tunç, Mehmet A. Donmez, Suleyman Serdar Kozat
2013 J jnl
Robust LS Equalization Methods for MIMO Systems Under Bounded Model Uncertainties.
CoRR
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
2013 J jnl
Robust estimation in flat fading channels under bounded channel uncertainties.
Digit. Signal Process.
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
2012 J jnl
A Deterministic Analysis of an Online Convex Mixture of Expert Algorithms
CoRR
Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat
2012 J jnl
A New Analysis of an Adaptive Convex Mixture: A Deterministic Approach
CoRR
Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat
2012 J jnl
A Novel Robust Approach to Least Squares Problems with Bounded Data Uncertainties
CoRR
Nargiz Kalantarova, Mehmet A. Donmez, Suleyman Serdar Kozat
2012 J jnl
Adaptive Mixture Methods Based on Bregman Divergences
CoRR
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
2012 Misc conf
Adaptive mixture methods using Bregman divergences.
ICASSP
Huseyin A. Inan, Mehmet A. Donmez, Suleyman Serdar Kozat
2012 Misc conf
Competitive least squares problem with bounded data uncertainties.
ICASSP
Nargiz Kalantarova, Mehmet A. Donmez, Suleyman Serdar Kozat
2012 J jnl
Growth Optimal Portfolios in Discrete-time Markets Under Transaction Costs
CoRR
Sait Tunç, Mehmet A. Donmez, Suleyman Serdar Kozat
2012 — conf
Growth optimal portfolios in discrete-time markets under transaction costs.
SPAWC
Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat
2012 — conf
Optimal portfolios under transaction costs in discrete time markets.
MLSP
Mehmet A. Donmez, Sait Tunç, Suleyman Serdar Kozat
2012 J jnl
Robust Estimation in Rayleigh Fading Channels Under Bounded Channel Uncertainties
CoRR
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
2012 J jnl
Steady State and Transient MSE Analysis of Convexly Constrained Mixture Methods.
IEEE Trans. Signal Process.
Mehmet A. Donmez, Suleyman Serdar Kozat
2012 — conf
Steady state MSE analysis of convexly constrained mixture methods.
CIP
Mehmet A. Donmez, Suleyman Serdar Kozat
2012 — conf
Transient analysis of convexly constrained mixture methods.
MLSP
Mehmet A. Donmez, Huseyin Ozkan, Suleyman Serdar Kozat