Arash Afkanpour
4 papers · 2013–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver
π
Conference Pioneer
β
The Questioner
Venues
Top co-authors
Research topics
Deep Learning
(2)
Machine Learning
(2)
Core Methods
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization
(1)
Optimization & Theory
(1)
Keywords
stochastic optimization
(1)
visual representation
(1)
computational efficiency
(1)
importance sampling
(1)
document classification
(1)
multiple kernel learning
(1)
mirror descent algorithm
(1)
mirror descent
(1)
kernel combination
(1)
generative model
(1)
synthetic data
(1)
long document
(1)
icd coding
(1)
bidirectional encoder representations from transformer
(1)
self-supervised representation learning
(1)
group norm penalty
(1)
long document processing
(1)
kernel methods
(1)
transformer model
(1)
medical text classification
(1)
Papers
Advancing Medical Representation Learning Through High-Quality Data
MICCAI 2025
Can Generative Models Improve Self-Supervised Representation Learning?
AAAI 2025
BERT for Long Documents: A Case Study of Automated ICD Coding
EMNLP 2022
A Randomized Mirror Descent Algorithm for Large Scale Multiple Kernel Learning
ICML 2013