Alexander Smola
8 papers · 2005–2019 · 5 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π Cross-Pollinator (14) πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Conference Polyglot
(5)
π
Academic Marathon
(14)
π
Trend Setter
π
Conference Pioneer
Conferences
ICML (3)
JMLR (2)
AISTATS (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
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)
maximum mean discrepancy
(1)
label shift
(1)
feature mapping
(1)
feature expansion
(1)
propensity score
(1)
kernel mean matching
(1)
Papers
Dive into Deep Learning for Natural Language Processing
IJCNLP 2019
Dive into Deep Learning for Natural Language Processing
EMNLP 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