| Max-value entropy search for multi-objective bayesian optimization S Belakaria, A Deshwal, JR Doppa Conference on Neural Information Processing Systems (NeurIPS), 7825-7835, 2019 | 157 | 2019 |
| Uncertainty-aware search framework for multi-objective Bayesian optimization S Belakaria, A Deshwal, NK Jayakodi, JR Doppa Proceedings of the AAAI Conference on Artificial Intelligence 34 (06), 10044 …, 2020 | 101 | 2020 |
| Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach S Belakaria, A Deshwal, JR Doppa AAAI Conference on Artificial Intelligence (AAAI), 2020 | 61 | 2020 |
| Optimal cloud-based routing with in-route charging of mobility-on-demand electric vehicles M Ammous, S Belakaria, S Sorour, A Abdel-Rahim IEEE Transactions on Intelligent Transportation Systems 20 (7), 2510-2522, 2018 | 49 | 2018 |
| Bayesian optimization over hybrid spaces A Deshwal, S Belakaria, JR Doppa International Conference on Machine Learning, 2632-2643, 2021 | 46 | 2021 |
| Multi-objective optimization of ReRAM crossbars for robust DNN inferencing under stochastic noise X Yang, S Belakaria, BK Joardar, H Yang, JR Doppa, PP Pande, ... 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 45* | 2021 |
| Mercer Features for Efficient Combinatorial Bayesian Optimization A Deshwal, S Belakaria, JR Doppa Proceedings of the AAAI Conference on Artificial Intelligence, 2020 | 42 | 2020 |
| Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models NK Jayakodi, S Belakaria, A Deshwal, JR Doppa ACM Transactions on Embedded Computing Systems (TECS) 19 (1), 1-24, 2020 | 38 | 2020 |
| Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning S Belakaria, Z Zhou, A Deshwal, W Hong, JR Doppa, PP Pande, D Heo 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 502-507, 2020 | 31 | 2020 |
| Max-value entropy search for multi-objective Bayesian optimization with constraints S Belakaria, A Deshwal, JR Doppa NeurIPS Workshop on Machine Learning and the Physical Sciences, 2020 | 30 | 2020 |
| Joint Delay and Cost Optimization of In-Route Charging for On-Demand Electric Vehicles M Ammous, S Belakaria, S Sorour, A Abdel-Rahim IEEE Transactions on Intelligent Vehicles 5 (1), 149-164, 2019 | 29 | 2019 |
| Optimizing discrete spaces via expensive evaluations: A learning to search framework A Deshwal, S Belakaria, JR Doppa, A Fern Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 3773-3780, 2020 | 27 | 2020 |
| Machine learning enabled fast multi-objective optimization for electrified aviation power system design S Belakaria, D Jackson, Y Cao, JR Doppa, X Lu IEEE Energy Conversion Congress and Exposition (ECCE), 2020 | 26 | 2020 |
| A Hierarchical Management Framework for Autonomous Electric Mobility-on-Demand Services N Yamin, S Belakaria, S Sorour, M Hefeida Connected and Autonomous Vehicles in Smart Cities, 19-66, 2020 | 22* | 2020 |
| Bayesian optimization over permutation spaces A Deshwal, S Belakaria, JR Doppa, DH Kim Proceedings of the AAAI Conference on Artificial Intelligence 36 (6), 6515-6523, 2022 | 19 | 2022 |
| Learning pareto-frontier resource management policies for heterogeneous socs: An information-theoretic approach A Deshwal, S Belakaria, G Bhat, JR Doppa, PP Pande 2021 58th ACM/IEEE Design Automation Conference (DAC), 607-612, 2021 | 17 | 2021 |
| Fog-based multi-class dispatching and charging for autonomous electric mobility on-demand S Belakaria, M Ammous, S Sorour, A Abdel-Rahim IEEE Transactions on Intelligent Transportation Systems 21 (2), 762-776, 2019 | 17 | 2019 |
| Output space entropy search framework for multi-objective Bayesian optimization S Belakaria, A Deshwal, JR Doppa Journal of Artificial Intelligence Research 72, 667-715, 2021 | 16 | 2021 |
| Scalable Combinatorial Bayesian Optimization with Tractable Statistical models A Deshwal, S Belakaria, JR Doppa NeurIPS Workshop on Machine Learning for Engineering Modeling, Simulation …, 2020 | 16 | 2020 |
| Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints S Belakaria, A Deshwal, JR Doppa ICML Workshop on Automated Machine Learning (AutoML), 2020 | 15 | 2020 |
Janardhan Rao (Jana) DoppaHuie-Rogers Endowed Chair Associate Professor, Washington State Universityeecs.wsu.edu üzerinde doğrulanmış e-posta adresine sahip
