Guido Sanguinetti
9 papers · 2006–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Interdisciplinary Bridge π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (13) π£ Hot Topic Early Bird
π
Academic Marathon
(17)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Keyword Champion
(2)
ποΈ
Keyword Collector
(62)
π
Trend Setter
π
Conference Pioneer
Conferences
NIPS (7)
JMLR (1)
UAI (1)
Top co-authors
Research topics
Keywords
variational inference
(4)
gaussian process
(4)
gaussian processes
(2)
mean field approximation
(2)
adversarial attack
(2)
continuous time
(2)
approximate inference
(1)
online learning
(1)
lottery ticket hypothesis
(1)
parameter estimation
(1)
adversarial machine learning
(1)
biological modeling
(1)
network pruning
(1)
few-shot learning
(1)
gene expression
(1)
bayesian inference
(1)
transcriptional regulation
(1)
transcription factor
(1)
label noise
(1)
multi-task learning
(1)
Papers
Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
UAI 2023
Attacks on Online Learners: a Teacher-Student Analysis
NIPS 2023
Robustness of Bayesian Neural Networks to Gradient-Based Attacks
NIPS 2020
Approximate inference in latent Gaussian-Markov models from continuous time observations
NIPS 2013
A Case Study on Meta-Generalising: A Gaussian Processes Approach
JMLR 2012
Inference in continuous-time change-point models
NIPS 2011
Approximate inference in continuous time Gaussian-Jump processes
NIPS 2010
Variational inference for Markov jump processes
NIPS 2007
Modelling transcriptional regulation using Gaussian Processes
NIPS 2006