Giacomo Zanella
4 papers · 2016–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(13)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Bayesian & Probabilistic · Artificial Intelligence
(3)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory · Machine Learning
(3)
Data Science & Analytics
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Applications
(1)
Core Methods
(1)
Learning Types
(1)
Mathematics
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
markov chain monte carlo
(2)
bayesian inference
(2)
langevin dynamics
(1)
nonparametric bayesian
(1)
data augmentation
(1)
posterior sampling
(1)
bayesian sampling
(1)
pitman-yor process
(1)
parallel computing
(1)
gibbs sampler
(1)
hyperparameter tuning
(1)
mixing time
(1)
gradient noise
(1)
probit regression
(1)
locally-balanced proposal
(1)
precision medicine
(1)
sublinear scaling
(1)
high-dimensional sampling
(1)
multiple-try metropoli
(1)
entity resolution
(1)
Papers
Mixing times of data-augmentation Gibbs samplers for high-dimensional probit regression
JMLR 2026
Robust Approximate Sampling via Stochastic Gradient Barker Dynamics
AISTATS 2024
Improving multiple-try Metropolis with local balancing
JMLR 2023
Flexible Models for Microclustering with Application to Entity Resolution
NeurIPS 2016