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ORCIDMd Shahriar Iqbal
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2020 – today
- 2024
[c6]Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi:
FlexiBO: A Decoupled Cost-Aware Multi-objective Optimization Approach for Deep Neural Networks (Abstract Reprint). AAAI 2024: 22700- 2023
- [j2]Md Shahriar Iqbal, Jianhai Su
, Lars Kotthoff, Pooyan Jamshidi:
FlexiBO: A Decoupled Cost-Aware Multi-Objective Optimization Approach for Deep Neural Networks. J. Artif. Intell. Res. 77: 645-682 (2023) - [c5]Md Shahriar Iqbal, Ziyuan Zhong, Iftakhar Ahmad, Baishakhi Ray, Pooyan Jamshidi:
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. SoCC 2023: 555-571 - [i5]Md Shahriar Iqbal, Ziyuan Zhong, Iftakhar Ahmad, Baishakhi Ray, Pooyan Jamshidi:
CAMEO: A Causal Transfer Learning Approach for Performance Optimization of Configurable Computer Systems. CoRR abs/2306.07888 (2023) - 2022
- [c4]Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi:
Unicorn: reasoning about configurable system performance through the lens of causality. EuroSys 2022: 199-217 - [c3]André Bauer, Mark Leznik, Md Shahriar Iqbal, Daniel Seybold, Igor Trubin, Benjamin Erb, Jörg Domaschka, Pooyan Jamshidi:
SPEC Research - Introducing the Predictive Data Analytics Working Group: Poster Paper. ICPE (Companion) 2022: 13-14 - [c2]Mark Leznik, Md Shahriar Iqbal, Igor Trubin, Arne Lochner, Pooyan Jamshidi, André Bauer:
Change Point Detection for MongoDB Time Series Performance Regression. ICPE (Companion) 2022: 45-48 - [i4]Md Shahriar Iqbal, Rahul Krishna, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi:
Unicorn: Reasoning about Configurable System Performance through the lens of Causality. CoRR abs/2201.08413 (2022) - 2021
- [j1]Md Minhas Hossain Sakib, Aktiya Anjum Nishat, Mohammad Tarequl Islam, Mohammad Abu Raihan Uddin, Md Shahriar Iqbal, Farhan Fuad Bin Hossen, Mohammad Imran Ahmed, Md Samiul Bashir, Takbir Hossain, Umma Sumia Tohura, Saiful Islam Saif, Nabilah Rahman Jui, Mosharaf Alam, Md Aminul Islam, Md Mehadi Hasan, Md. Abu Sufian, Md. Ackas Ali, Rajib Islam, Mohammed Akhter Hossain, Mohammad A. Halim:
Computational screening of 645 antiviral peptides against the receptor-binding domain of the spike protein in SARS-CoV-2. Comput. Biol. Medicine 136: 104759 (2021) - 2020
- [i3]Md Shahriar Iqbal, Jianhai Su, Lars Kotthoff, Pooyan Jamshidi:
FlexiBO: Cost-Aware Multi-Objective Optimization of Deep Neural Networks. CoRR abs/2001.06588 (2020) - [i2]Rahul Krishna, Md Shahriar Iqbal, Mohammad Ali Javidian, Baishakhi Ray, Pooyan Jamshidi:
CADET: A Systematic Method For Debugging Misconfigurations using Counterfactual Reasoning. CoRR abs/2010.06061 (2020)
2010 – 2019
- 2019
- [c1]Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi:
Transfer Learning for Performance Modeling of Deep Neural Network Systems. OpML 2019: 43-46 - [i1]Md Shahriar Iqbal, Lars Kotthoff, Pooyan Jamshidi:
Transfer Learning for Performance Modeling of Deep Neural Network Systems. CoRR abs/1904.02838 (2019)
Coauthor Index
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