Raffaello Camoriano
5 papers · 2015–2024 · 3 conferences · across top CS/AI conferences
Achievements
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🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (3) 🏃 Academic Marathon (9) 🐝 Cross-Pollinator (9)
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Interdisciplinary Bridge
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Keyword Pioneer
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Topic Pioneer
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Trend Setter
Conferences
ICML (2)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
stochastic gradient descent
(1)
model selection
(1)
uncertainty quantification
(1)
gaussian process
(1)
large-scale learning
(1)
convex loss
(1)
kernel ridge regression
(1)
least squares regression
(1)
early stopping
(1)
nyström method
(1)
nystrom approximation
(1)
stochastic gradient method
(1)
dirichlet distribution
(1)
implicit regularization
(1)
generalization property
(1)
calibrated classification
(1)
iterative regularization
(1)
linear parameterization
(1)
kernel methods
(1)
computational regularization
(1)
Papers
Accelerating Heterogeneous Federated Learning with Closed-form Classifiers
ICML 2024
Dirichlet-based Gaussian Processes for Large-scale Calibrated Classification
NIPS 2018
NYTRO: When Subsampling Meets Early Stopping
AISTATS 2016
Generalization Properties and Implicit Regularization for Multiple Passes SGM
ICML 2016
Less is More: Nyström Computational Regularization
NIPS 2015