Hakan Inan
3 papers · 2017–2024 · 2 venues · across top CS/AI venues
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Achievements
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๐ Interdisciplinary Bridge ยท Gold ๐ Academic Marathon ยท Sprint ๐บ๏ธ Taxonomy Completionist (12) ๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Bronze
๐
Renaissance Researcher
(5)
๐
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(3)
Healthcare & Medicine
(2)
Learning Types
(2)
Research
(2)
Artificial Intelligence
(1)
Computer Vision
(1)
Deep Learning
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Domain-Specific
(1)
Learning Paradigms
(1)
Mathematics
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
calcium imaging
(2)
active learning
(1)
matrix factorization
(1)
knowledge distillation
(1)
natural language generation
(1)
outlier detection
(1)
neural activity
(1)
statistical estimation
(1)
machine learning
(1)
robust estimation
(1)
data efficiency
(1)
cell sorting
(1)
large-scale dataset
(1)
sequence-to-sequence model
(1)
model compression
(1)
production deployment
(1)
Papers
ActSort: An active-learning accelerated cell sorting algorithm for large-scale calcium imaging datasets
NeurIPS 2024
Best Practices for Data-Efficient Modeling in NLG:How to Train Production-Ready Neural Models with Less Data
COLING 2020
Robust Estimation of Neural Signals in Calcium Imaging
NeurIPS 2017