Maren Mahsereci
3 papers · 2015–2019 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer
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Trend Setter
Venues
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Research topics
Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Artificial Intelligence
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Learning Types
(1)
Optimization
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
stochastic optimization
(2)
stochastic gradient descent
(2)
gaussian process
(2)
bayesian optimization
(2)
gaussian process surrogate
(2)
probabilistic line search
(2)
wolfe condition
(2)
multi-source information
(1)
line search
(1)
active learning
(1)
sample-efficient integration
(1)
cost-sensitive acquisition
(1)
uncertain gradient
(1)
bayesian quadrature
(1)
black-box function
(1)