| 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 | 11 | 2019 |
| 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 |
Pooyan JamshidiAssistant Professor of Computer Science and Engineering, University of South Carolina, GoogleVerified email at cse.sc.edu
