Nicolo Colombo
7 papers · 2016–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Deep Learning
(3)
Bayesian & Probabilistic Β· Machine Learning
(3)
Mathematics & Optimization
(2)
Architectures
(2)
Core AI
(2)
Core Methods
(2)
Learning Types
(2)
Mathematics
(2)
Optimization
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Applications
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Keywords
graph neural network
(2)
prediction interval
(2)
conformal prediction
(2)
uncertainty quantification
(2)
variational inference
(2)
graph laplacian
(1)
tensor decomposition
(1)
signal processing
(1)
maximum likelihood
(1)
gaussian process
(1)
eigenvalue decomposition
(1)
normalizing flow
(1)
node classification
(1)
error bound
(1)
transportation network
(1)
coverage guarantee
(1)
treatment regime
(1)
sequential intervention
(1)
compositional model
(1)
conditional validity
(1)
Papers
Residual Reweighted Conformal Prediction for Graph Neural Networks
UAI 2025
Normalizing Flows for Conformal Regression
UAI 2024
Structured Learning of Compositional Sequential Interventions
NeurIPS 2024
Bayesian Semi-supervised Learning with Graph Gaussian Processes
NeurIPS 2018
Tomography of the London Underground: a Scalable Model for Origin-Destination Data
NeurIPS 2017
A posteriori error bounds for joint matrix decomposition problems
NeurIPS 2016
Tensor Decomposition via Joint Matrix Schur Decomposition
ICML 2016