Giulia Denevi
6 papers · 2018–2022 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
online learning
(3)
biased regularization
(2)
task distribution
(2)
learning to learn
(2)
multi-task learning
(2)
generalization error
(1)
mirror descent
(1)
algorithm selection
(1)
online mirror descent
(1)
regret bound
(1)
feature map
(1)
least square
(1)
task adaptation
(1)
linear representation
(1)
heterogeneous environment
(1)
fine tuning
(1)
conditional learning
(1)
parameter-free learning
(1)
inner algorithm
(1)
cumulative error
(1)
Papers
Conditional Meta-Learning of Linear Representations
NeurIPS 2022
Online Parameter-Free Learning of Multiple Low Variance Tasks
UAI 2020
The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning
NeurIPS 2020
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization
ICML 2019
Online-Within-Online Meta-Learning
NeurIPS 2019
Learning To Learn Around A Common Mean
NeurIPS 2018