Ningshan Zhang
7 papers · 2018–2021 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (14) π§ Keyword Pioneer π£ Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
ICML (4)
NIPS (2)
AISTATS (1)
Top co-authors
Keywords
domain adaptation
(3)
generalization error
(2)
multiple-source adaptation
(2)
label complexity
(2)
active learning
(2)
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)
rΓ©nyi divergence
(1)
discrepancy measure
(1)
feedback graph
(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
NIPS 2019
Region-Based Active Learning
AISTATS 2019
Algorithms and Theory for Multiple-Source Adaptation
NIPS 2018