Antonios Valkanas
4 papers · 2022–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Conference Polyglot
(3)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π§
Keyword Pioneer
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Cross-Pollinator
(15)
Conferences
AAAI (2)
AISTATS (1)
ICML (1)
Top co-authors
Keywords
graph neural network
(2)
bayesian learning
(1)
bayesian inference
(1)
weakly supervised learning
(1)
knowledge distillation
(1)
incremental learning
(1)
multiple instance learning
(1)
end-to-end learning
(1)
recommender system
(1)
feature distillation
(1)
distribution regression
(1)
personalized learning
(1)
bag-level representation
(1)
bayesian graph neural network
(1)
catastrophic forgetting
(1)
personalized imitation weight
(1)
Papers
MODL: Multilearner Online Deep Learning
AISTATS 2025
SKOLR: Structured Koopman Operator Linear RNN for Time-Series Forecasting
ICML 2025
Structure Aware Incremental Learning with Personalized Imitation Weights for Recommender Systems
AAAI 2023
Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks
AAAI 2022