Andrei Margeloiu
3 papers · 2023–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π§
Keyword Pioneer
π
Conference Polyglot
(3)
π
Cross-Pollinator
(10)
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Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(11)
Conferences
AAAI (1)
ICML (1)
NIPS (1)
Keywords
tabular datum
(2)
data augmentation
(1)
synthetic data generation
(1)
generative model
(1)
synthetic datum
(1)
energy-based model
(1)
tabular data augmentation
(1)
class-conditional generation
(1)
small dataset
(1)
biomedical datum
(1)
class-conditional model
(1)
small sample
(1)
feature selection
(1)
neural network
(1)
Papers
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
NIPS 2024
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
ICML 2024
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data
AAAI 2023