Syrine Belakaria
11 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (5) π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (4) π Cross-Pollinator (15)
π
Cross-Pollinator
(15)
πΊοΈ
Taxonomy Completionist
(24)
π€
Dynamic Duo
(11)
π
Century Club
(11)
π
Trend Setter
π₯
Unstoppable
(6)
Conferences
AAAI (7)
NIPS (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
bayesian optimization
(9)
multi-objective optimization
(5)
surrogate model
(3)
pareto front
(3)
gaussian process
(2)
hyperparameter optimization
(2)
combinatorial optimization
(2)
uncertainty quantification
(2)
pareto optimization
(2)
entropy search
(2)
black-box function
(2)
acquisition function
(2)
diffusion kernel
(2)
thompson sampling
(1)
graph representation
(1)
sensitivity analysis
(1)
resource allocation
(1)
preference learning
(1)
black-box optimization
(1)
uncertainty reduction
(1)
Papers
Active Learning for Derivative-Based Global Sensitivity Analysis with Gaussian Processes
NIPS 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract)
AAAI 2024
Pareto Front-Diverse Batch Multi-Objective Bayesian Optimization
AAAI 2024
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach
AISTATS 2023
Bayesian Optimization over Permutation Spaces
AAAI 2022
Bayesian Optimization over Hybrid Spaces
ICML 2021
Mercer Features for Efficient Combinatorial Bayesian Optimization
AAAI 2021
Uncertainty-Aware Search Framework for Multi-Objective Bayesian Optimization
AAAI 2020
Multi-Fidelity Multi-Objective Bayesian Optimization: An Output Space Entropy Search Approach
AAAI 2020
Optimizing Discrete Spaces via Expensive Evaluations: A Learning to Search Framework
AAAI 2020
Max-value Entropy Search for Multi-Objective Bayesian Optimization
NIPS 2019