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Md Shahriar Iqbal
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Year
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks
M Shahriar Iqbal, J Su, L Kotthoff, P Jamshidi
arXiv e-prints, arXiv: 2001.06588, 2020
13*2020
CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning
R Krishna, MS Iqbal, MA Javidian, B Ray, P Jamshidi
NeurIPS 2020 Workshop on Machine Learning for Systems, 2020
13*2020
Transfer Learning for Performance Modeling of Deep Neural Network Systems
MS Iqbal, L Kotthoff, P Jamshidi
2019 USENIX Conference on Operational Machine Learning (OpML 19), 43-46, 2019
112019
Unicorn: Reasoning about Configurable System Performance through the lens of Causality
MS Iqbal, R Krishna, MA Javidian, B Ray, P Jamshidi
Seventeenth European Conference on Computer Systems (EuroSys), 2022
3*2022
Change Point Detection for MongoDB Time Series Performance Regression
MS Iqbal, M Leznik, I Trubin, A Lochner, P Jamshidi, A Bauer
2022 ACM/SPEC International Conference on Performance Engineering (ICPE), 2022
2*2022
SPEC Research-Introducing the Predictive Data Analytics Working Group: Poster Paper
A Bauer, M Leznik, MS Iqbal, D Seybold, I Trubin, B Erb, J Domaschka, ...
Companion of the 2022 ACM/SPEC International Conference on Performance …, 2022
2022
Getting the Best Bang For Your Buck: Choosing What to Evaluate for Faster Bayesian Optimization
MS Iqbal, J Su, L Kotthoff, P Jamshidi
AutoML-Conf 2022 Late-Breaking Workshop, 2022
2022
SPEC Research—Introducing the Predictive Data Analytics Working Group
A Bauer, M Leznik, MS Iqbal, D Seybold, I Trubin, B Erb, J Domaschka, ...
2022
Learning to Grasp Unknown Objects using Weighted Random Forest Algorithm from Selective Image and Point Cloud Feature
MS Iqbal
University of Central Florida, 2014
2014
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Articles 1–9