Anastasia Pentina
6 papers · 2014–2018 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(14)
π
Keyword Champion
π₯
Unstoppable
(5)
π
Trend Setter
Conferences
ICML (2)
NIPS (2)
ALT (1)
CVPR (1)
Top co-authors
Keywords
generalization bound
(4)
transfer learning
(4)
lifelong learning
(3)
multi-task learning
(3)
kernel learning
(1)
non-iid learning
(1)
sequential learning
(1)
nearest neighbor classification
(1)
pac-bayesian bound
(1)
inductive bia
(1)
active labeling
(1)
labeled datum
(1)
unlabeled datum
(1)
probabilistic lipschitzness
(1)
parameter transfer
(1)
information transfer
(1)
weighted majority vote
(1)
representation learning
(1)
task ordering
(1)
continual learning
(1)
Papers
Multi-task {K}ernel {L}earning Based on {P}robabilistic {L}ipschitzness
ALT 2018
Multi-task Learning with Labeled and Unlabeled Tasks
ICML 2017
Lifelong Learning with Weighted Majority Votes
NIPS 2016
Lifelong Learning with Non-i.i.d. Tasks
NIPS 2015
Curriculum Learning of Multiple Tasks
CVPR 2015
A PAC-Bayesian bound for Lifelong Learning
ICML 2014