Taimoor Akhtar

According to our database1, Taimoor Akhtar authored at least 10 papers between 2016 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Enhanced watershed model evaluation incorporating hydrologic signatures and consistency within efficient surrogate multi-objective optimization.
Environ. Model. Softw., 2024

2022
Integrating ε-dominance and RBF surrogate optimization for solving computationally expensive many-objective optimization problems.
J. Glob. Optim., 2022

2021
Efficient parallel surrogate optimization algorithm and framework with application to parameter calibration of computationally expensive three-dimensional hydrodynamic lake PDE models.
Environ. Model. Softw., 2021

2019
Efficient Multi-Objective Optimization through Population-based Parallel Surrogate Search.
CoRR, 2019

Surrogate Many Objective Optimization: Combining Evolutionary Search, \epsilon -Dominance and Connected Restarts.
Proceedings of the Optimization of Complex Systems: Theory, 2019

SOP-Hybrid: A Parallel Surrogate-Based Candidate Search Algorithm for Expensive Optimization on Large Parallel Clusters.
Proceedings of the Optimization of Complex Systems: Theory, 2019

2017
Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
SOP: parallel surrogate global optimization with Pareto center selection for computationally expensive single objective problems.
J. Glob. Optim., 2016

Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection.
J. Glob. Optim., 2016

Hyperparameter Optimization of Deep Neural Networks Using Non-Probabilistic RBF Surrogate Model.
CoRR, 2016


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