Guido Sanguinetti
9 papers · 2006–2023 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
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Keyword Trendsetter Combo
(3)
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Keyword Champion
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Trend Setter
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Conference Pioneer
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Renaissance Researcher
(5)
ποΈ
Keyword Collector
(66)
Venues
Top co-authors
Research topics
Artificial Intelligence
(9)
Machine Learning
(9)
Optimization & Theory
(8)
Bayesian & Probabilistic Β· Artificial Intelligence
(6)
Bayesian & Probabilistic Β· Machine Learning
(6)
Deep Learning
(4)
Mathematics & Optimization
(3)
Core AI
(3)
Probability
(3)
Data Science & Analytics
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Methods
(2)
Models
(2)
Healthcare & Medicine
(1)
Keywords
variational inference
(4)
gaussian process
(4)
adversarial attack
(2)
gaussian processes
(2)
mean-field approximation
(2)
continuous time
(2)
online learning
(1)
few-shot learning
(1)
stochastic processes
(1)
bayesian inference
(1)
parameter estimation
(1)
adversarial machine learning
(1)
network pruning
(1)
kalman filtering
(1)
multi-task learning
(1)
gene expression
(1)
transcriptional regulation
(1)
label noise
(1)
transcription factor
(1)
approximate inference
(1)
Papers
Attacks on Online Learners: a Teacher-Student Analysis
NeurIPS 2023
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
UAI 2023
Robustness of Bayesian Neural Networks to Gradient-Based Attacks
NeurIPS 2020
Approximate inference in latent Gaussian-Markov models from continuous time observations
NeurIPS 2013
A Case Study on Meta-Generalising: A Gaussian Processes Approach
JMLR 2012
Inference in continuous-time change-point models
NeurIPS 2011
Approximate inference in continuous time Gaussian-Jump processes
NeurIPS 2010
Variational inference for Markov jump processes
NeurIPS 2007
Modelling transcriptional regulation using Gaussian Processes
NeurIPS 2006