Yashesh D. Dhebar

18 papers A* 1A 1B 1Journal 9Unranked 6
YearRankTypeTitle / Venue / Authors
2024 J jnl
Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems.
IEEE Trans. Cybern.
Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
2021 J jnl
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization.
IEEE Trans. Evol. Comput.
Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
2021 — conf
Interpretable AI Agent Through Nonlinear Decision Trees for Lane Change Problem.
SSCI
Abhiroop Ghosh, Yashesh D. Dhebar, Ritam Guha, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, H. Eric Tseng, Dimitar P. Filev
2021 J jnl
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems.
IEEE Trans. Cybern.
Yashesh D. Dhebar, Kalyanmoy Deb
2021 J jnl
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification.
IEEE Trans. Evol. Comput.
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2020 — conf
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods.
SSCI
Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
2020 J jnl
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods.
CoRR
Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
2020 J jnl
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems.
CoRR
Yashesh D. Dhebar, Kalyanmoy Deb
2020 J jnl
Interpretable-AI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems.
CoRR
Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
2020 A* conf
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract).
IJCAI
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2019 J jnl
Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks.
CoRR
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
2019 A conf
NSGA-Net: neural architecture search using multi-objective genetic algorithm.
GECCO
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
2018 — conf
Design of an Adaptive Push-Repel Operator for Enhancing Convergence in Genetic Algorithms.
SSCI
Yashesh D. Dhebar, Kalyanmoy Deb
2018 J jnl
NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search.
CoRR
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
2017 — conf
A computationally fast multimodal optimization with push enabled genetic algorithm.
GECCO (Companion)
Yashesh D. Dhebar, Kalyanmoy Deb
2017 — conf
Effect of a Push Operator in Genetic Algorithms for Multimodal Optimization.
CICBA (1)
Yashesh D. Dhebar, Kalyanmoy Deb
2014 B conf
Non-uniform mapping in real-coded genetic algorithms.
IEEE Congress on Evolutionary Computation
Yashesh D. Dhebar, Kalyanmoy Deb, Sunith Bandaru
2012 — conf
Non-Uniform Mapping in Binary-Coded Genetic Algorithms.
BIC-TA (1)
Kalyanmoy Deb, Yashesh D. Dhebar, N. V. R. Pavan