Raed AL Kontar
7 papers · 2020–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (27) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(5)
π
Keyword Champion
(2)
β
The Questioner
Conferences
JMLR (3)
NIPS (2)
AAAI (1)
AISTATS (1)
Top co-authors
Keywords
hyperparameter estimation
(2)
gaussian process
(2)
kernel methods
(2)
feature extraction
(2)
federated learning
(2)
transfer learning
(1)
anomaly detection
(1)
principal component analysis
(1)
matrix factorization
(1)
video segmentation
(1)
sparse representation
(1)
hyperparameter optimization
(1)
convergence analysis
(1)
distributed optimization
(1)
dynamic programming
(1)
alternating minimization
(1)
bayesian optimization
(1)
multi-armed bandit
(1)
convergence guarantee
(1)
heterogeneous datum
(1)
Papers
FCOM: A Federated Collaborative Online Monitoring Framework via Representation Learning
AAAI 2025
Personalized PCA: Decoupling Shared and Unique Features
JMLR 2024
Triple Component Matrix Factorization: Untangling Global, Local, and Noisy Components
JMLR 2024
Personalized Dictionary Learning for Heterogeneous Datasets
NIPS 2023
Gaussian Process Parameter Estimation Using Mini-batch Stochastic Gradient Descent: Convergence Guarantees and Empirical Benefits
JMLR 2022
Why Non-myopic Bayesian Optimization is Promising and How Far Should We Look-ahead? A Study via Rollout
AISTATS 2020
Stochastic Gradient Descent in Correlated Settings: A Study on Gaussian Processes
NIPS 2020