Concepedia

Taimoor Akhtar

TA

Statistics

Publications

14

Citations

570

H-Index

11

Active since

2015

Affiliations

University of Guelph(Current)

National University of Singapore

Cornell University

Stockholm Environment Institute

Taimoor Akhtar is an author at University of Guelph specializing in surrogate-based optimization, computer science, and computing.

Publications per year

2015–2024

14

Publications

14

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection

Taimoor Akhtar, Christine A. Shoemaker · Journal of Global Optimization · 2015 · 145 citations · Full text

Computing, Computational Engineering, Computer Science +17

Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates

Ilija Ilievski, Taimoor Akhtar, Jiashi Feng et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2017 · 132 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

Efficient Hyperparameter Optimization of Deep Learning Algorithms Using Deterministic RBF Surrogates

Ilija Ilievski, Taimoor Akhtar, Jiashi Feng et al. · arXiv (Cornell University) · 2016 · 74 citations · Full text

Computing, Computer Science, Artificial Intelligence +16

SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems

Tipaluck Krityakierne, Taimoor Akhtar, Christine A. Shoemaker · Journal of Global Optimization · 2016 · 42 citations · Full text

Natural Sciences, Computer Engineering, Computer Science +17

Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models

Wei Xia, Christine A. Shoemaker, Taimoor Akhtar et al. · Environmental Modelling & Software · 2020 · 37 citations

Computing, Computational Engineering, High-performance Computing +12

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