Joseph K. Bradley
3 papers · 2007–2016 · 1 venue · across top CS/AI venues
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Achievements
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🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer
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Venues
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Mathematics & Optimization
(2)
Application Areas
(2)
Core Methods
(2)
Optimization
(2)
Optimization & Theory · Deep Learning
(2)
Computer Science
(1)
Foundations
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
submodular optimization
(1)
stochastic gradient descent
(1)
online learning
(1)
classification
(1)
logistic regression
(1)
pac learning
(1)
distributed learning
(1)
regression
(1)
parallel computing
(1)
conditional probability estimation
(1)
large-scale learning
(1)
gradient boosting
(1)
submodular maximization
(1)
tree ensemble
(1)
noise robustness
(1)
greedy algorithm
(1)
boosting algorithm
(1)
approximation algorithm
(1)
parallel algorithm
(1)
model training
(1)