Rafael M. Frongillo
8 papers · 2011–2024 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Keyword Pioneer
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Keyword Trendsetter Combo
(5)
ποΈ
Keyword Collector
(52)
π
Trend Setter
Venues
Top co-authors
Research topics
Keywords
prediction market
(3)
online learning
(2)
convex surrogate
(2)
convex function
(2)
proper loss
(2)
polyhedral loss
(2)
belief distribution
(1)
bregman divergence
(1)
structured prediction
(1)
excess risk bound
(1)
crowd sourcing
(1)
crowdsourced learning
(1)
collaborative prediction
(1)
incentive mechanism
(1)
mirror descent
(1)
mechanism design
(1)
stochastic mirror descent
(1)
hypothesis updates
(1)
walrasian equilibrium
(1)
stochastic process
(1)
Papers
An Embedding Framework for the Design and Analysis of Consistent Polyhedral Surrogates
JMLR 2024
Surrogate Regret Bounds for Polyhedral Losses
NeurIPS 2021
Unifying lower bounds on prediction dimension of convex surrogates
NeurIPS 2021
Measuring Performance of Peer Prediction Mechanisms Using Replicator Dynamics
IJCAI 2016
Generalized Mixability via Entropic Duality
COLT 2015
A Characterization of Scoring Rules for Linear Properties
COLT 2012
Interpreting prediction markets: a stochastic approach
NeurIPS 2012
A Collaborative Mechanism for Crowdsourcing Prediction Problems
NeurIPS 2011