Syrine Belakaria

Orcid: 0000-0002-0761-0886

According to our database1, Syrine Belakaria authored at least 30 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

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Bibliography

2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Bayesian Optimization over Permutation Spaces.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization.
J. Artif. Intell. Res., 2021

Bayesian Optimization over Hybrid Spaces.
Proceedings of the 38th International Conference on Machine Learning, 2021

Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise.
Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach.
Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

Mercer Features for Efficient Combinatorial Bayesian Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Joint Delay and Cost Optimization of In-Route Charging for On-Demand Electric Vehicles.
IEEE Trans. Intell. Veh., 2020

Fog-Based Multi-Class Dispatching and Charging for Autonomous Electric Mobility On-Demand.
IEEE Trans. Intell. Transp. Syst., 2020

Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models.
ACM Trans. Embed. Comput. Syst., 2020

Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations.
CoRR, 2020

Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints.
CoRR, 2020

Scalable Combinatorial Bayesian Optimization with Tractable Statistical models.
CoRR, 2020

Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints.
CoRR, 2020

Fleet Re-Balancing with In-Route Charging for Multi-Class Autonomous Electric MoD Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning.
Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Multi-Class Management With Sub-Class Service for Autonomous Electric Mobility On-Demand Systems.
IEEE Trans. Veh. Technol., 2019

Optimal Cloud-Based Routing With In-Route Charging of Mobility-on-Demand Electric Vehicles.
IEEE Trans. Intell. Transp. Syst., 2019

Max-value Entropy Search for Multi-Objective Bayesian Optimization.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
Optimal Local and In-Route Charging Management of Electric Mobility-on-Demand Systems.
Proceedings of the 88th IEEE Vehicular Technology Conference, 2018

Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems.
Proceedings of the 2018 IEEE International Conference on Communications Workshops, 2018

Joint Delay and Cost Optimization for Electric On-Demand Vehicles with In-Route Charging.
Proceedings of the 2018 IEEE International Conference on Communications, 2018

2017
A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Optimal Routing with In-Route Charging of Mobility-on-Demand Electric Vehicles.
Proceedings of the 86th IEEE Vehicular Technology Conference, 2017


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