Daniel Průša
7 papers · 2013–2024 · 5 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (16) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (5)
🏃
Academic Marathon
(11)
🐝
Cross-Pollinator
(11)
🧬
Topic Evolution
📈
Trend Setter
🚀
Conference Pioneer
Conferences
CVPR (3)
ECCV (1)
ICML (1)
JMLR (1)
NIPS (1)
Top co-authors
Keywords
linear programming relaxation
(3)
map inference
(2)
graphical model
(2)
uncertainty quantification
(1)
energy minimization
(1)
graph-based optimization
(1)
constrained optimization
(1)
message passing
(1)
risk minimization
(1)
lp relaxation
(1)
linear programming
(1)
reject option
(1)
selective classification
(1)
selective prediction
(1)
simplex algorithm
(1)
block-coordinate descent
(1)
decision boundary
(1)
statistical decision theory
(1)
bayes classifier
(1)
linear optimization
(1)
Papers
Constrained Binary Decision Making
NIPS 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