Syrine Belakaria

51 papers A* 11A 3Journal 29Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Non-Myopic Multi-Objective Bayesian Optimization. Trans. Mach. Learn. Res. Syrine Belakaria, Alaleh Ahmadianshalchi, Barbara E. Engelhardt, Stefano Ermon, Jana Doppa
2025	J	`jnl`	Preference-Guided Diffusion for Multi-Objective Offline Optimization. CoRR Yashas Annadani, Syrine Belakaria, Stefano Ermon, Stefan Bauer, Barbara E. Engelhardt
2025	J	`jnl`	Sharpe Ratio-Guided Active Learning for Preference Optimization in RLHF. CoRR Syrine Belakaria, Joshua Kazdan, Charles Marx, Chris Cundy, Willie Neiswanger, Sanmi Koyejo, Barbara E. Engelhardt, Stefano Ermon
2024	A*	`conf`	Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes. NeurIPS Syrine Belakaria, Ben Letham, Jana Doppa, Barbara Engelhardt, Stefano Ermon, Eytan Bakshy
2024	J	`jnl`	Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes. CoRR Syrine Belakaria, Benjamin Letham, Janardhan Rao Doppa, Barbara Engelhardt, Stefano Ermon, Eytan Bakshy
2024	J	`jnl`	Non-Myopic Multi-Objective Bayesian Optimization. CoRR Syrine Belakaria, Alaleh Ahmadianshalchi, Barbara Engelhardt, Stefano Ermon, Janardhan Rao Doppa
2024	A*	`conf`	Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. AAAI Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
2024	J	`jnl`	Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization. CoRR Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
2024	A*	`conf`	Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract). AAAI Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
2024	—	`conf`	Preference-Aware Constrained Multi-Objective Bayesian Optimization. COMAD/CODS Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
2023	A	`conf`	Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. AISTATS Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth
2023	—	`—`	New Frontiers in Adaptive Experimental Design for Multi-Objective Optimization. Syrine Belakaria
2023	J	`jnl`	Preference-Aware Constrained Multi-Objective Bayesian Optimization. CoRR Alaleh Ahmadianshalchi, Syrine Belakaria, Janardhan Rao Doppa
2022	J	`jnl`	Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach. CoRR Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi
2022	A*	`conf`	Bayesian Optimization over Permutation Spaces. AAAI Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim
2022	J	`jnl`	Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. CoRR Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
2021	A*	`conf`	Bayesian Optimization over Hybrid Spaces. ICML Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
2021	J	`jnl`	Bayesian Optimization over Hybrid Spaces. CoRR Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
2021	J	`jnl`	Bayesian Optimization over Permutation Spaces. CoRR Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Dae Hyun Kim
2021	A*	`conf`	Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. DAC Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande
2021	J	`jnl`	Learning Pareto-Frontier Resource Management Policies for Heterogeneous SoCs: An Information-Theoretic Approach. CoRR Aryan Deshwal, Syrine Belakaria, Ganapati Bhat, Janardhan Rao Doppa, Partha Pratim Pande
2021	A*	`conf`	Mercer Features for Efficient Combinatorial Bayesian Optimization. AAAI Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
2021	A	`conf`	Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. ICCAD Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Helen Li
2021	J	`jnl`	Multi-Objective Optimization of ReRAM Crossbars for Robust DNN Inferencing under Stochastic Noise. CoRR Xiaoxuan Yang, Syrine Belakaria, Biresh Kumar Joardar, Huanrui Yang, Janardhan Rao Doppa, Partha Pratim Pande, Krishnendu Chakrabarty, Hai Li
2021	J	`jnl`	Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. CoRR Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2021	J	`jnl`	Output Space Entropy Search Framework for Multi-Objective Bayesian Optimization. J. Artif. Intell. Res. Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	J	`jnl`	Design and Optimization of Energy-Accuracy Tradeoff Networks for Mobile Platforms via Pretrained Deep Models. ACM Trans. Embed. Comput. Syst. Nitthilan Kanappan Jayakodi, Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	A	`conf`	Design of Multi-Output Switched-Capacitor Voltage Regulator via Machine Learning. DATE Zhiyuan Zhou, Syrine Belakaria, Aryan Deshwal, Wookpyo Hong, Janardhan Rao Doppa, Partha Pratim Pande, Deukhyoun Heo
2020	—	`conf`	Fleet Re-Balancing with In-Route Charging for Multi-Class Autonomous Electric MoD Systems. ICC Nuzhat Yamin, Lauren Smith, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
2020	J	`jnl`	Fog-Based Multi-Class Dispatching and Charging for Autonomous Electric Mobility On-Demand. IEEE Trans. Intell. Transp. Syst. Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
2020	J	`jnl`	Information-Theoretic Multi-Objective Bayesian Optimization with Continuous Approximations. CoRR Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	J	`jnl`	Joint Delay and Cost Optimization of In-Route Charging for On-Demand Electric Vehicles. IEEE Trans. Intell. Veh. Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
2020	J	`jnl`	Max-value Entropy Search for Multi-Objective Bayesian Optimization with Constraints. CoRR Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	J	`jnl`	Mercer Features for Efficient Combinatorial Bayesian Optimization. CoRR Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
2020	A*	`conf`	Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. AAAI Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	J	`jnl`	Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach. CoRR Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	A*	`conf`	Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. AAAI Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern
2020	J	`jnl`	Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework. CoRR Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa, Alan Fern
2020	J	`jnl`	Scalable Combinatorial Bayesian Optimization with Tractable Statistical models. CoRR Aryan Deshwal, Syrine Belakaria, Janardhan Rao Doppa
2020	J	`jnl`	Uncertainty aware Search Framework for Multi-Objective Bayesian Optimization with Constraints. CoRR Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2020	A*	`conf`	Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization. AAAI Syrine Belakaria, Aryan Deshwal, Nitthilan Kannappan Jayakodi, Janardhan Rao Doppa
2019	A*	`conf`	Max-value Entropy Search for Multi-Objective Bayesian Optimization. NeurIPS Syrine Belakaria, Aryan Deshwal, Janardhan Rao Doppa
2019	J	`jnl`	Multi-Class Management With Sub-Class Service for Autonomous Electric Mobility On-Demand Systems. IEEE Trans. Veh. Technol. Syrine Belakaria, Mustafa Ammous, Lauren Smith, Sameh Sorour, Ahmed Abdel-Rahim
2019	J	`jnl`	Optimal Cloud-Based Routing With In-Route Charging of Mobility-on-Demand Electric Vehicles. IEEE Trans. Intell. Transp. Syst. Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
2018	—	`conf`	Joint Delay and Cost Optimization for Electric On-Demand Vehicles with In-Route Charging. ICC Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
2018	—	`conf`	Optimal Local and In-Route Charging Management of Electric Mobility-on-Demand Systems. VTC Fall Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim
2018	—	`conf`	Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. ICC Workshops Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
2018	J	`jnl`	Optimal Vehicle Dimensioning for Multi-Class Autonomous Electric Mobility On-Demand Systems. CoRR Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
2017	—	`conf`	A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand. VTC Fall Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
2017	J	`jnl`	A Multi-Class Dispatching and Charging Scheme for Autonomous Electric Mobility On-Demand. CoRR Syrine Belakaria, Mustafa Ammous, Sameh Sorour, Ahmed Abdel-Rahim
2017	—	`conf`	Optimal Routing with In-Route Charging of Mobility-on-Demand Electric Vehicles. VTC Fall Mustafa Ammous, Syrine Belakaria, Sameh Sorour, Ahmed Abdel-Rahim