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Benjamin Patrick Evans
Benjamin Patrick Evans
University of Sydney, Victoria University of Wellington
Verified email at sydney.edu.au - Homepage
Title
Cited by
Cited by
Year
What's inside the black-box? a genetic programming method for interpreting complex machine learning models
BP Evans, B Xue, M Zhang
Proceedings of the genetic and evolutionary computation conference, 1012-1020, 2019
552019
Evolutionary deep learning: A genetic programming approach to image classification
BP Evans, H Al-Sahaf, B Xue, M Zhang
2018 IEEE Congress on Evolutionary Computation (CEC), 1-6, 2018
502018
The impact of social influence in Australian real estate: market forecasting with a spatial agent-based model
BP Evans, K Glavatskiy, MS Harré, M Prokopenko
Journal of Economic Interaction and Coordination 18 (1), 5-57, 2023
242023
A maximum entropy model of bounded rational decision-making with prior beliefs and market feedback
BP Evans, M Prokopenko
Entropy 23, 2021
172021
Population-based Ensemble Learning with Tree Structures for Classification
BP Evans
Victoria University of Wellington, 2019
9*2019
An Adaptive and Near Parameter-free Evolutionary Computation Approach Towards True Automation in AutoML
BP Evans, B Xue, M Zhang
2020 IEEE Congress on Evolutionary Computation (CEC), 2020
82020
Bounded rationality for relaxing best response and mutual consistency: The Quantal Hierarchy model of decision-making
BP Evans, M Prokopenko
Theory and Decision, 2023
52023
Genetic programming and gradient descent: A memetic approach to binary image classification
BP Evans, H Al-Sahaf, B Xue, M Zhang
arXiv preprint arXiv:1909.13030, 2019
52019
Bounded strategic reasoning explains crisis emergence in multi-agent market games
B Patrick Evans, M Prokopenko
Royal Society Open Science 10 (2), 221164, 2023
32023
Improving generalisation of AutoML systems with dynamic fitness evaluations
BP Evans, B Xue, M Zhang
Proceedings of the 2020 Genetic and Evolutionary Computation Conference, 324–332, 2020
12020
A Heterogeneous Agent Model of Mortgage Servicing: An Income-based Relief Analysis
D Garg, BP Evans, L Ardon, AL Narayanan, J Vann, U Madhushani, ...
AAAI 2024 Workshop on AI in Finance for Social Impact, 2024
2024
Learning and Calibrating Heterogeneous Bounded Rational Market Behaviour with Multi-Agent Reinforcement Learning
BP Evans, S Ganesh
Proceedings of the 2024 International Conference on Autonomous Agents and …, 2024
2024
Strategic decision-making in multi-agent markets: The emergence of endogenous crises and volatility
BP Evans
2023
Network effects on self-organisation in congestion games with bounded rational agents
BP Evans, V Buskens, M Prokopenko
Tenth International Conference on Guided Self Organisation, 2022
2022
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