Alexander Smola
8 papers · 2005–2019 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird
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Keyword Pioneer
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Conference Pioneer
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Trend Setter
Top co-authors
Research topics
Keywords
kernel methods
(3)
reproducing kernel hilbert space
(2)
logistic regression
(1)
kernel approximation
(1)
hilbert space
(1)
kernel canonical correlation
(1)
covariate shift
(1)
mutual information
(1)
two-sample test
(1)
distribution comparison
(1)
statistical dependence
(1)
nonparametric estimation
(1)
independence testing
(1)
distribution shift
(1)
document modeling
(1)
chinese restaurant process
(1)
maximum mean discrepancy
(1)
label shift
(1)
feature mapping
(1)
feature expansion
(1)
Papers
Dive into Deep Learning for Natural Language Processing
EMNLP 2019
Dive into Deep Learning for Natural Language Processing
IJCNLP 2019
Detecting and Correcting for Label Shift with Black Box Predictors
ICML 2018
Fastfood - Computing Hilbert Space Expansions in loglinear time
ICML 2013
Nested Chinese Restaurant Franchise Process: Applications to User Tracking and Document Modeling
ICML 2013
A Kernel Two-Sample Test
JMLR 2012
Linear-Time Estimators for Propensity Scores
AISTATS 2011
Kernel Methods for Measuring Independence
JMLR 2005