Anastasia Pentina
6 papers · 2014–2018 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🏆 Keyword Champion 🔥 Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(6)
Learning Types · Machine Learning
(5)
Core Methods
(2)
Optimization & Theory
(2)
Artificial Intelligence
(1)
Deep Learning
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
transfer learning
(4)
generalization bound
(4)
multi-task learning
(3)
lifelong 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 data
(1)
unlabeled data
(1)
probabilistic lipschitzness
(1)
parameter transfer
(1)
information transfer
(1)
weighted majority vote
(1)
task ordering
(1)
pac-bayesian theorem
(1)
representation 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
NeurIPS 2016
Curriculum Learning of Multiple Tasks
CVPR 2015
Lifelong Learning with Non-i.i.d. Tasks
NeurIPS 2015
A PAC-Bayesian bound for Lifelong Learning
ICML 2014