Ningshan Zhang
7 papers · 2018–2021 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Taxonomy Completionist
(12)
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Hot Topic Early Bird
Venues
Top co-authors
Research topics
Keywords
domain adaptation
(3)
multiple-source adaptation
(2)
generalization error
(2)
label complexity
(2)
active learning
(2)
distribution weighted combination
(1)
distribution shift
(1)
conditional probability
(1)
version space
(1)
adaptive partitioning
(1)
regret bound
(1)
generalization guarantee
(1)
generative adversarial network
(1)
cross-entropy loss
(1)
hypothesis set
(1)
theoretical guarantee
(1)
discriminative model
(1)
partial information
(1)
rényi divergence
(1)
discrepancy measure
(1)
Papers
A Discriminative Technique for Multiple-Source Adaptation
ICML 2021
Adaptive Region-Based Active Learning
ICML 2020
Online Learning with Dependent Stochastic Feedback Graphs
ICML 2020
Active Learning with Disagreement Graphs
ICML 2019
Learning GANs and Ensembles Using Discrepancy
NeurIPS 2019
Region-Based Active Learning
AISTATS 2019
Algorithms and Theory for Multiple-Source Adaptation
NeurIPS 2018