Yashesh D. Dhebar

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 16

Top Topics

Genetic Algorithm

Convolutional Neural Networks

Top Venues

IEEE Trans. Evol. Comput.

IEEE Trans. Cybern.

Publications

Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
Toward Interpretable-AI Policies Using Evolutionary Nonlinear Decision Trees for Discrete-Action Systems. IEEE Trans. Cybern. 54 (1) (2024)
Yashesh D. Dhebar, Kalyanmoy Deb
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. IEEE Trans. Cybern. 51 (11) (2021)
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
Multiobjective Evolutionary Design of Deep Convolutional Neural Networks for Image Classification. IEEE Trans. Evol. Comput. 25 (2) (2021)
Julian Blank, Kalyanmoy Deb, Yashesh D. Dhebar, Sunith Bandaru, Haitham Seada
Generating Well-Spaced Points on a Unit Simplex for Evolutionary Many-Objective Optimization. IEEE Trans. Evol. Comput. 25 (1) (2021)
Abhiroop Ghosh, Yashesh D. Dhebar, Ritam Guha, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, H. Eric Tseng, Dimitar P. Filev
Interpretable AI Agent Through Nonlinear Decision Trees for Lane Change Problem. SSCI (2021)
Yashesh D. Dhebar, Kalyanmoy Deb, Subramanya Nageshrao, Ling Zhu, Dimitar P. Filev
Interpretable-AI Policies using Evolutionary Nonlinear Decision Trees for Discrete Action Systems. CoRR (2020)
Yashesh D. Dhebar, Kalyanmoy Deb
Interpretable Rule Discovery Through Bilevel Optimization of Split-Rules of Nonlinear Decision Trees for Classification Problems. CoRR (2020)
Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods. SSCI (2020)
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
NSGA-Net: Neural Architecture Search using Multi-Objective Genetic Algorithm (Extended Abstract). IJCAI (2020)
Yashesh D. Dhebar, Sparsh Gupta, Kalyanmoy Deb
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods. CoRR (2020)
Zhichao Lu, Ian Whalen, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf, Vishnu Naresh Boddeti
Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks. CoRR (2019)
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
NSGA-Net: neural architecture search using multi-objective genetic algorithm. GECCO (2019)
Zhichao Lu, Ian Whalen, Vishnu Boddeti, Yashesh D. Dhebar, Kalyanmoy Deb, Erik D. Goodman, Wolfgang Banzhaf
NSGA-NET: A Multi-Objective Genetic Algorithm for Neural Architecture Search. CoRR (2018)
Yashesh D. Dhebar, Kalyanmoy Deb
Design of an Adaptive Push-Repel Operator for Enhancing Convergence in Genetic Algorithms. SSCI (2018)
Yashesh D. Dhebar, Kalyanmoy Deb
Effect of a Push Operator in Genetic Algorithms for Multimodal Optimization. CICBA (1) (2017)
Yashesh D. Dhebar, Kalyanmoy Deb
A computationally fast multimodal optimization with push enabled genetic algorithm. GECCO (Companion) (2017)
Yashesh D. Dhebar, Kalyanmoy Deb, Sunith Bandaru
Non-uniform mapping in real-coded genetic algorithms. IEEE Congress on Evolutionary Computation (2014)
Kalyanmoy Deb, Yashesh D. Dhebar, N. V. R. Pavan
Non-Uniform Mapping in Binary-Coded Genetic Algorithms. BIC-TA (1) (2012)