Luisa Cutillo
5 papers · 2022–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Core Methods
(5)
Healthcare & Medicine
(3)
Mathematics & Optimization
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Mathematics
(3)
Research
(2)
Artificial Intelligence
(1)
Speech & Audio
(1)
Analysis
(1)
Application Areas
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Clinical
(1)
Optimization & Theory
(1)
Keywords
gaussian graphical model
(3)
network inference
(2)
graphical model
(2)
mean estimation
(1)
speech analysis
(1)
gaussian process
(1)
coordinate descent
(1)
graphical lasso
(1)
sparse precision matrix
(1)
noise robustness
(1)
high-dimensional data
(1)
medical diagnosis
(1)
discrete data
(1)
count data
(1)
multiway network
(1)
random forest
(1)
multi-omics data
(1)
single-cell rna sequencing
(1)
signal denoising
(1)
sparse graph
(1)
Papers
Gaussian Graphical Modelling Without Independence Assumptions for Uncentered Data
AAAI 2025
The Strong Product Model for Network Inference without Independence Assumptions
AISTATS 2025
GmGM: a fast multi-axis Gaussian graphical model
AISTATS 2024
A Pipeline to Evaluate the Effects of Noise on Machine Learning Detection of Laryngeal Cancer
Interspeech 2023
Two-way Sparse Network Inference for Count Data
AISTATS 2022