Giulia Denevi
6 papers · 2018–2022 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
NIPS (4)
ICML (1)
UAI (1)
Top co-authors
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
NIPS 2022
The Advantage of Conditional Meta-Learning for Biased Regularization and Fine Tuning
NIPS 2020
Online Parameter-Free Learning of Multiple Low Variance Tasks
UAI 2020
Online-Within-Online Meta-Learning
NIPS 2019
Learning-to-Learn Stochastic Gradient Descent with Biased Regularization
ICML 2019
Learning To Learn Around A Common Mean
NIPS 2018