Syrine Belakaria

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 45

Top Topics

Efficient Optimization

Multi Class Classifiers

Conflicting Objectives

Top Venues

Publications

Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract). AAAI (2024)
Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Preference-Aware Constrained Multi-Objective Bayesian Optimization. COMAD/CODS (2024)
Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. CoRR (2024)
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 (2024)
Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. AAAI (2024)
Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. AISTATS (2023)
Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
Preference-Aware Constrained Multi-Objective Bayesian Optimization. CoRR (2023)
Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. CoRR (2022)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim
Bayesian Optimization over Permutation Spaces. AAAI (2022)
Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. CoRR (2022)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. CoRR (2021)
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)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
Bayesian Optimization over Hybrid Spaces. ICML (2021)
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 (2021)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. J. Artif. Intell. Res. 72 (2021)
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)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim
Bayesian Optimization over Permutation Spaces. CoRR (2021)
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 (2021)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
Bayesian Optimization over Hybrid Spaces. CoRR (2021)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
Mercer Features for Efficient Combinatorial Bayesian Optimization. AAAI (2021)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints. CoRR (2020)
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) (2020)
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) (2020)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations. CoRR (2020)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. AAAI (2020)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
Scalable Combinatorial Bayesian Optimization with Tractable Statistical models. CoRR (2020)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. CoRR (2020)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. CoRR (2020)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. AAAI (2020)
Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
Mercer Features for Efficient Combinatorial Bayesian Optimization. CoRR (2020)
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)
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)
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) (2020)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints. CoRR (2020)
Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. AAAI (2020)
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) (2019)
Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
Max-value Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS (2019)
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) (2019)
Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. ICC Workshops (2018)
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)
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)
Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. CoRR (2018)
Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand. CoRR (2017)
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)
Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
Optimal Routing with In-Route Charging of Mobility-on-Demand Electric Vehicles. VTC Fall (2017)