Mehmet A. Donmez

Publication Activity (10 Years)

Years Active: 2012-2021
Publications (10 Years): 6

Top Topics

Bregman Divergences

Optimal Portfolio

Linear Classification

Rayleigh Fading

Top Venues

Digit. Signal Process.

Publications

Mehmet A. Donmez, Jeff Ludwig, Maxim Raginsky, Andrew C. Singer
EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD. ACSCC (2021)
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer, Lav R. Varshney
Cost-Performance Tradeoffs in Fusing Unreliable Computational Units. CoRR (2017)
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
EE-Grad: Exploration and Exploitation for Cost-Efficient Mini-Batch SGD. CoRR (2017)
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer, Lav R. Varshney
Cost-performance tradeoffs in unreliable computation architectures. ACSSC (2016)
N. Denizcan Vanli, Sait Tunc, Mehmet A. Donmez, Suleyman Serdar Kozat
Growth optimal investment in discrete-time markets with proportional transaction costs. Digit. Signal Process. 48 (2016)
Mehmet A. Donmez, Maxim Raginsky, Andrew C. Singer
Online Optimization Under Adversarial Perturbations. IEEE J. Sel. Top. Signal Process. 10 (2) (2016)
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
Robust least squares methods under bounded data uncertainties. Digit. Signal Process. 36 (2015)
Huseyin Ozkan, Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
A Deterministic Analysis of an Online Convex Mixture of Experts Algorithm. IEEE Trans. Neural Networks Learn. Syst. 26 (7) (2015)
Mehmet A. Donmez, Andrew C. Singer
Sequential prediction of individual sequences in the presence of computational errors. ACSSC (2014)
Nuri Denizcan Vanli, Suleyman Serdar Kozat, Mehmet A. Donmez
Robust regularized least squares estimation in the presence of bounded data uncertainties. ICASSP (2014)
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
Adaptive mixture methods based on Bregman divergences. Digit. Signal Process. 23 (1) (2013)
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
Robust estimation in flat fading channels under bounded channel uncertainties. Digit. Signal Process. 23 (5) (2013)
Huseyin Ozkan, Mehmet A. Donmez, Ozgun S. Pelvan, Arda Akman, Suleyman Serdar Kozat
Competitive and online piecewise linear classification. ICASSP (2013)
N. Denizcan Vanli, Mehmet A. Donmez, Suleyman Serdar Kozat
Robust LS Equalization Methods for MIMO Systems Under Bounded Model Uncertainties. CoRR (2013)
Sait Tunc, Mehmet A. Donmez, Suleyman Serdar Kozat
Growth optimal investment with threshold rebalancing portfolios under transaction costs. ICASSP (2013)
Sait Tunc, Mehmet A. Donmez, Suleyman Serdar Kozat
Optimal Investment Under Transaction Costs: A Threshold Rebalanced Portfolio Approach. IEEE Trans. Signal Process. 61 (12) (2013)
Huseyin A. Inan, Mehmet A. Donmez, Suleyman Serdar Kozat
Adaptive mixture methods using Bregman divergences. ICASSP (2012)
Mehmet A. Donmez, Suleyman Serdar Kozat
Steady state MSE analysis of convexly constrained mixture methods. CIP (2012)
Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
A New Analysis of an Adaptive Convex Mixture: A Deterministic Approach CoRR (2012)
Sait Tunc, Mehmet A. Donmez, Suleyman Serdar Kozat
Growth Optimal Portfolios in Discrete-time Markets Under Transaction Costs CoRR (2012)
Mehmet A. Donmez, Suleyman Serdar Kozat
Steady State and Transient MSE Analysis of Convexly Constrained Mixture Methods. IEEE Trans. Signal Process. 60 (6) (2012)
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
Adaptive Mixture Methods Based on Bregman Divergences CoRR (2012)
Mehmet A. Donmez, Huseyin Ozkan, Suleyman Serdar Kozat
Transient analysis of convexly constrained mixture methods. MLSP (2012)
Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
Optimal portfolios under transaction costs in discrete time markets. MLSP (2012)
Nargiz Kalantarova, Mehmet A. Donmez, Suleyman Serdar Kozat
Competitive least squares problem with bounded data uncertainties. ICASSP (2012)
Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
Growth optimal portfolios in discrete-time markets under transaction costs. SPAWC (2012)
Mehmet A. Donmez, Sait Tunc, Suleyman Serdar Kozat
A Deterministic Analysis of an Online Convex Mixture of Expert Algorithms CoRR (2012)
Nargiz Kalantarova, Mehmet A. Donmez, Suleyman Serdar Kozat
A Novel Robust Approach to Least Squares Problems with Bounded Data Uncertainties CoRR (2012)
Mehmet A. Donmez, Huseyin A. Inan, Suleyman Serdar Kozat
Robust Estimation in Rayleigh Fading Channels Under Bounded Channel Uncertainties CoRR (2012)