Andrei Margeloiu
3 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Venues
Research topics
Keywords
tabular data
(2)
feature selection
(2)
data augmentation
(1)
synthetic data generation
(1)
co-adaptation
(1)
generative model
(1)
synthetic data
(1)
energy-based model
(1)
tabular data augmentation
(1)
class-conditional generation
(1)
small dataset
(1)
biomedical data
(1)
class-conditional model
(1)
small sample
(1)
neural network
(1)
explainable
(1)
global-to-local
(1)
prototype-based
(1)
interpretability
(1)
Papers
ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data
ICML 2024
TabEBM: A Tabular Data Augmentation Method with Distinct Class-Specific Energy-Based Models
NeurIPS 2024
Weight Predictor Network with Feature Selection for Small Sample Tabular Biomedical Data
AAAI 2023