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Yashesh Dhebar
Yashesh Dhebar
Other namesYashesh Deepakkumar Dhebar
Siemens Digital Industries Software, Michigan State University
Verified email at msu.edu
Title
Cited by
Cited by
Year
Nsga-net: neural architecture search using multi-objective genetic algorithm
Z Lu, I Whalen, V Boddeti, Y Dhebar, K Deb, E Goodman, W Banzhaf
Proceedings of the genetic and evolutionary computation conference, 419-427, 2019
4752019
Multiobjective evolutionary design of deep convolutional neural networks for image classification
Z Lu, I Whalen, Y Dhebar, K Deb, ED Goodman, W Banzhaf, VN Boddeti
IEEE Transactions on Evolutionary Computation 25 (2), 277-291, 2020
1482020
Nsga-net: A multi-objective genetic algorithm for neural architecture search
Z Lu, I Whalen, V Boddeti, Y Dhebar, K Deb, E Goodman, W Banzhaf
832018
Generating well-spaced points on a unit simplex for evolutionary many-objective optimization
J Blank, K Deb, Y Dhebar, S Bandaru, H Seada
IEEE Transactions on Evolutionary Computation 25 (1), 48-60, 2020
782020
Non-uniform mapping in real-coded genetic algorithms
D Yashesh, K Deb, S Bandaru
2014 IEEE congress on evolutionary computation (CEC), 2237-2244, 2014
342014
Interpretable rule discovery through bilevel optimization of split-rules of nonlinear decision trees for classification problems
Y Dhebar, K Deb
IEEE Transactions on Cybernetics 51 (11), 5573-5584, 2020
282020
Interpretable-ai policies using evolutionary nonlinear decision trees for discrete action systems
Y Dhebar, K Deb, S Nageshrao, L Zhu, D Filev
arXiv preprint arXiv:2009.09521, 2020
172020
Multi-criterion evolutionary design of deep convolutional neural networks
Z Lu, I Whalen, Y Dhebar, K Deb, E Goodman, W Banzhaf, VN Boddeti
arXiv preprint arXiv:1912.01369 172, 2019
152019
Toward interpretable-AI policies using evolutionary nonlinear decision trees for discrete-action systems
Y Dhebar, K Deb, S Nageshrao, L Zhu, D Filev
IEEE Transactions on Cybernetics, 2022
132022
Interpretable AI agent through nonlinear decision trees for lane change problem
A Ghosh, Y Dhebar, R Guha, K Deb, S Nageshrao, L Zhu, E Tseng, ...
2021 IEEE Symposium Series on Computational Intelligence (SSCI), 01-08, 2021
102021
A computationally fast multimodal optimization with push enabled genetic algorithm
Y Dhebar, K Deb
Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017
62017
Non-uniform mapping in binary-coded genetic algorithms
K Deb, YD Dhebar, NVR Pavan
Proceedings of Seventh International Conference on Bio-Inspired Computing …, 2013
52013
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods
Y Dhebar, S Gupta, K Deb
2020 IEEE Symposium Series on Computational Intelligence (SSCI), 2806-2813, 2020
32020
Effect of a push operator in genetic algorithms for multimodal optimization
Y Dhebar, K Deb
Computational Intelligence, Communications, and Business Analytics: First …, 2017
32017
Evolutionary Multi-Criterion Optimization: 10th International Conference, EMO 2019, East Lansing, MI, USA, March 10-13, 2019, Proceedings
K Deb, E Goodman, CAC Coello, K Klamroth, K Miettinen, S Mostaghim, ...
Springer, 2019
22019
Design of an adaptive push-repel operator for enhancing convergence in genetic algorithms
Y Dhebar, K Deb
2018 IEEE Symposium Series on Computational Intelligence (SSCI), 696-703, 2018
12018
Interpretable Artificial Intelligence Using Nonlinear Decision Trees
YD Dhebar
Michigan State University, 2020
2020
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