Jasper De Bock
6 papers · 2014–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Half 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Conference Pioneer
📈
Trend Setter
Venues
Top co-authors
Research topics
Keywords
probabilistic modeling
(3)
epistemic irrelevance
(2)
imprecise probability
(2)
desirable gamble
(2)
markov chain
(1)
generative model
(1)
bayesian network
(1)
graphical model
(1)
probabilistic graphical model
(1)
predictive inference
(1)
credal network
(1)
graph-theoretic relation
(1)
coherent inference
(1)
dynamic classifier selection
(1)
robustness analysis
(1)
lower prevision
(1)
bayesian inference
(1)
parameter perturbation
(1)
discriminative classifier
(1)
facial action unit
(1)
Papers
Characterising the Convergence of Imprecise Markov Chains
UAI 2026
Robustness Quantification for Discriminative Models: a New Robustness Metric and its Application to Dynamic Classifier Selection
UAI 2026
Sum-product laws and efficient algorithms for imprecise Markov chains
UAI 2021
Coherent Predictive Inference under Exchangeability with Imprecise Probabilities (Extended Abstract)
IJCAI 2017
Reintroducing Credal Networks under Epistemic Irrelevance
PGM 2016
Global Sensitivity Analysis for MAP Inference in Graphical Models
NeurIPS 2014