Ryan Spring
4 papers · 2018–2020 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(11)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(4)
Mathematics & Optimization
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Optimization
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Applications
(1)
Foundations
(1)
Learning Types · Deep Learning
(1)
Keywords
model compression
(2)
representation learning
(1)
stochastic gradient descent
(1)
feature selection
(1)
data augmentation
(1)
question answering
(1)
language modeling
(1)
working memory
(1)
importance sampling
(1)
partition function
(1)
mutual information
(1)
large-scale learning
(1)
locality sensitive hashing
(1)
mutual information estimation
(1)
gradient compression
(1)
synthetic data
(1)
memory optimization
(1)
first-order optimization
(1)
noise contrastive estimation
(1)
large-scale feature selection
(1)