Daniel Průša
7 papers · 2013–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Gold 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver
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Topic Evolution
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
linear programming relaxation
(3)
graphical model
(2)
conditional risk
(2)
map inference
(2)
bayes classifier
(2)
constrained optimization
(1)
graph-based optimization
(1)
convex optimization
(1)
lp relaxation
(1)
risk minimization
(1)
linear programming
(1)
reject option
(1)
energy minimization
(1)
likelihood ratio
(1)
selective prediction
(1)
message passing
(1)
selective classification
(1)
simplex algorithm
(1)
block coordinate descent
(1)
uncertainty quantification
(1)
Papers
Constrained Binary Decision Making
NeurIPS 2024
SCOD: From Heuristics to Theory
ECCV 2024
Optimal Strategies for Reject Option Classifiers
JMLR 2023
Relative Interior Rule in Block-Coordinate Descent
CVPR 2020
On discriminative learning of prediction uncertainty
ICML 2019
Graph-Based Simplex Method for Pairwise Energy Minimization With Binary Variables
CVPR 2015
Universality of the Local Marginal Polytope
CVPR 2013