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ORCIDSyrine Belakaria
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2020 – today
- 2024
[c20]Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa:
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. AAAI 2024: 10784-10794- [c19]Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa:
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract). AAAI 2024: 23436-23438 - [c18]Alaleh Ahmadianshalchi
, Syrine Belakaria, Janardhan Rao Doppa:
Preference-Aware Constrained Multi-Objective Bayesian Optimization. COMAD/CODS 2024: 182-191 - [i19]Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa:
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. CoRR abs/2406.08799 (2024) - [i18]Syrine Belakaria, Benjamin Letham, Janardhan Rao Doppa, Barbara Engelhardt, Stefano Ermon, Eytan Bakshy:
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes. CoRR abs/2407.09739 (2024) - 2023
- [c17]Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth:
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. AISTATS 2023: 9076-9093 - [i17]Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa:
Preference-Aware Constrained Multi-Objective Bayesian Optimization. CoRR abs/2303.13034 (2023) - 2022
- [c16]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim:
Bayesian Optimization over Permutation Spaces. AAAI 2022: 6515-6523 - [i16]Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. CoRR abs/2204.05944 (2022) - [i15]Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi:
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. CoRR abs/2206.12708 (2022) - 2021
- [j6]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. J. Artif. Intell. Res. 72: 667-715 (2021) - [c15]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Mercer Features for Efficient Combinatorial Bayesian Optimization. AAAI 2021: 7210-7218 - [c14]Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande:
Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. DAC 2021: 607-612 - [c13]Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li:
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. ICCAD 2021: 1-9 - [c12]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Bayesian Optimization over Hybrid Spaces. ICML 2021: 2632-2643 - [i14]Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande:
Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. CoRR abs/2105.09282 (2021) - [i13]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Bayesian Optimization over Hybrid Spaces. CoRR abs/2106.04682 (2021) - [i12]Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li:
Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. CoRR abs/2109.05437 (2021) - [i11]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. CoRR abs/2110.06980 (2021) - [i10]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim:
Bayesian Optimization over Permutation Spaces. CoRR abs/2112.01049 (2021) - 2020
- [j5]Nitthilan Kanappan Jayakodi, Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models. ACM Trans. Embed. Comput. Syst. 19(1): 4:1-4:24 (2020) - [j4]Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim:
Fog-Based Multi-Class Dispatching and Charging for Autonomous Electric Mobility On-Demand. IEEE Trans. Intell. Transp. Syst. 21(2): 762-776 (2020) - [j3]Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Joint Delay and Cost Optimization of In-Route Charging for On-Demand Electric Vehicles. IEEE Trans. Intell. Veh. 5(1): 149-164 (2020) - [c11]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern:
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. AAAI 2020: 3773-3780 - [c10]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. AAAI 2020: 10035-10043 - [c9]Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa:
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. AAAI 2020: 10044-10052 - [c8]Zhiyuan Zhou, Syrine Belakaria, Aryan Deshwal, Wookpyo Hong, Janardhan Rao Doppa, Partha Pratim Pande, Deukhyoun Heo:
Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning. DATE 2020: 502-507 - [c7]Nuzhat Yamin, Lauren Smith, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Fleet Re-Balancing with In-Route Charging for Multi-Class Autonomous Electric MoD Systems. ICC 2020: 1-7 - [i9]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints. CoRR abs/2008.07029 (2020) - [i8]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Scalable Combinatorial Bayesian Optimization with Tractable Statistical models. CoRR abs/2008.08177 (2020) - [i7]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints. CoRR abs/2009.01721 (2020) - [i6]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations. CoRR abs/2009.05700 (2020) - [i5]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. CoRR abs/2011.01542 (2020) - [i4]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern:
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. CoRR abs/2012.07320 (2020) - [i3]Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa:
Mercer Features for Efficient Combinatorial Bayesian Optimization. CoRR abs/2012.07762 (2020)
2010 – 2019
- 2019
- [j2]Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Optimal Cloud-Based Routing With In-Route Charging of Mobility-on-Demand Electric Vehicles. IEEE Trans. Intell. Transp. Syst. 20(7): 2510-2522 (2019) - [j1]Syrine Belakaria, Mustafa Ammous, Lauren Smith, Sameh Sorour, Ahmed Abdel-Rahim:
Multi-Class Management With Sub-Class Service for Autonomous Electric Mobility On-Demand Systems. IEEE Trans. Veh. Technol. 68(7): 7155-7159 (2019) - [c6]Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa:
Max-value Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS 2019: 7823-7833 - 2018
- [c5]Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Joint Delay and Cost Optimization for Electric On-Demand Vehicles with In-Route Charging. ICC 2018: 1-7 - [c4]Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim:
Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. ICC Workshops 2018: 1-6 - [c3]Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Optimal Local and In-Route Charging Management of Electric Mobility-on-Demand Systems. VTC Fall 2018: 1-7 - [i2]Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim:
Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. CoRR abs/1801.01763 (2018) - 2017
- [c2]Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim:
Optimal Routing with In-Route Charging of Mobility-on-Demand Electric Vehicles. VTC Fall 2017: 1-5 - [c1]Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim:
A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand. VTC Fall 2017: 1-5 - [i1]Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim:
A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand. CoRR abs/1705.03070 (2017)
Coauthor Index
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last updated on 2024-08-16 18:33 CEST by the dblp team
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