Rafael M. Frongillo
8 papers · 2011–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (13) π Cross-Pollinator (8) π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Conference Polyglot
(4)
π
Keyword Trendsetter Combo
(3)
π
Keyword Champion
(3)
π
Trend Setter
Conferences
NIPS (4)
COLT (2)
IJCAI (1)
JMLR (1)
Top co-authors
Keywords
prediction market
(3)
online learning
(2)
convex surrogate
(2)
convex function
(2)
proper loss
(2)
polyhedral loss
(2)
bregman divergence
(1)
crowdsourcing
(1)
structured prediction
(1)
excess risk bound
(1)
crowdsourced learning
(1)
collaborative prediction
(1)
incentive mechanism
(1)
hypothesis aggregation
(1)
mirror descent
(1)
mechanism design
(1)
walrasian equilibrium
(1)
stochastic mirror descent
(1)
market making
(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
NIPS 2021
Unifying lower bounds on prediction dimension of convex surrogates
NIPS 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
NIPS 2012
A Collaborative Mechanism for Crowdsourcing Prediction Problems
NIPS 2011