Marie Szafranski
4 papers · 2005–2016 · 3 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird
🧭
Keyword Pioneer
🌟
Keyword Trendsetter Combo
(3)
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
kernel methods
(2)
semi-supervised learning
(1)
convex optimization
(1)
sparse coding
(1)
feature selection
(1)
supervised learning
(1)
ridge regression
(1)
group sparsity
(1)
reproducing kernel hilbert space
(1)
structured output prediction
(1)
multiple kernel learning
(1)
kernel regression
(1)
prior information
(1)
sparse optimization
(1)
multi-task regression
(1)
generalization bound
(1)
pac-bayes bound
(1)
non-iid data
(1)
operator-valued kernel
(1)
output kernel regression
(1)
Papers
Input Output Kernel Regression: Supervised and Semi-Supervised Structured Output Prediction with Operator-Valued Kernels
JMLR 2016
Chromatic PAC-Bayes Bounds for Non-IID Data: Applications to Ranking and Stationary β-Mixing Processes
JMLR 2010
Hierarchical Penalization
NeurIPS 2007
Chromatic PAC-Bayes Bounds for Non-IID Data
AISTATS 2005