Vladimir Vovk
11 papers · 2004–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (16) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
π±
Topic Pioneer
π§
Keyword Pioneer
π
Keyword Champion
(2)
π
Keyword Trendsetter Combo
(5)
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Trend Setter
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Keywords
conformal prediction
(4)
online learning
(3)
prediction interval
(2)
coverage probability
(2)
prediction set
(2)
expert advice
(2)
confidence level
(2)
uncertainty quantification
(2)
prediction algorithm
(1)
uncertain prediction
(1)
brier score
(1)
inductive conformal predictor
(1)
conditional validity
(1)
set predictor
(1)
tracking regret
(1)
probabilistic predictor
(1)
football prediction
(1)
fixed share algorithm
(1)
validity guarantee
(1)
predictive efficiency
(1)
Papers
Universality of conformal prediction under the assumption of randomness
ALT 2026
A Closer Look at Adaptive Regret
JMLR 2016
Alexey Chervonenkis's Bibliography
JMLR 2015
Alexey Chervonenkis's Bibliography: Introductory Comments
JMLR 2015
Large-scale probabilistic predictors with and without guarantees of validity
NeurIPS 2015
Preface to this Special Issue
JMLR 2015
Efficiency of conformalized ridge regression
COLT 2014
Conditional Validity of Inductive Conformal Predictors
ACML 2012
Prediction With Expert Advice For The Brier Game
JMLR 2009
A Tutorial on Conformal Prediction
JMLR 2008
A Universal Well-Calibrated Algorithm for On-line Classification
JMLR 2004