Dario Azzimonti
4 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
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Research topics
Keywords
preference learning
(2)
gaussian process
(1)
probabilistic forecasting
(1)
selection bia
(1)
predictive distribution
(1)
counterfactual query
(1)
inequality constraint
(1)
causal expectation-maximisation
(1)
bound computation
(1)
skew gaussian process
(1)
choice function
(1)
multiple utility
(1)
pareto rationalization
(1)
coherent forecast
(1)
hierarchical time series
(1)
causal query
(1)
identifiability condition
(1)
causal expectation-maximization scheme
(1)
linearly constrained gaussian process
(1)
desirability modeling
(1)
Papers
Linearly Constrained Gaussian Processes are SkewGPs: application to Monotonic Preference Learning and Desirability
UAI 2024
Probabilistic reconciliation of mixed-type hierarchical time series
UAI 2024
Learning Choice Functions with Gaussian Processes
UAI 2023
Bounding Counterfactuals under Selection Bias
PGM 2022