Mark D. Reid
12 papers · 2010–2016 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π Academic Marathon (6)
π§
Keyword Pioneer
π
Interdisciplinary Bridge
π
Keyword Champion
(2)
π
Century Club
(12)
π
Trend Setter
π
Conference Pioneer
ποΈ
Keyword Collector
(60)
Conferences
JMLR (5)
NIPS (5)
COLT (2)
Top co-authors
Research topics
Keywords
proper loss
(5)
online learning
(4)
multiclass loss
(3)
classification calibration
(3)
binary classification
(2)
stochastic mixability
(2)
bayes risk
(2)
convergence rate
(2)
log loss
(2)
prediction market
(2)
regret bound
(2)
loss function
(2)
optimization algorithm
(2)
multiclass classification
(2)
mirror descent
(1)
cost-sensitive classification
(1)
statistical learning theory
(1)
stochastic process
(1)
causal inference
(1)
risk minimization
(1)
Papers
Causal Bandits: Learning Good Interventions via Causal Inference
NIPS 2016
Composite Multiclass Losses
JMLR 2016
Generalized Mixability via Entropic Duality
COLT 2015
Convergence Analysis of Prediction Markets via Randomized Subspace Descent
NIPS 2015
Fast Rates in Statistical and Online Learning
JMLR 2015
Mixability in Statistical Learning
NIPS 2012
Mixability is Bayes Risk Curvature Relative to Log Loss
JMLR 2012
Interpreting prediction markets: a stochastic approach
NIPS 2012
Information, Divergence and Risk for Binary Experiments
JMLR 2011
Composite Multiclass Losses
NIPS 2011
Mixability is Bayes Risk Curvature Relative to Log Loss
COLT 2011
Composite Binary Losses
JMLR 2010