Niek Tax
4 papers · 2023–2024 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(12)
Venues
Top co-authors
Research topics
Keywords
information theory
(1)
active learning
(1)
stochastic gradient descent
(1)
online learning
(1)
binary classification
(1)
feature attribution
(1)
probability estimation
(1)
conditional entropy
(1)
query complexity
(1)
multi-armed bandit
(1)
regret bound
(1)
convergence rate
(1)
sublinear regret
(1)
loss function
(1)
sublinear feedback
(1)
best-action query
(1)
adaptive step size
(1)
calibration error
(1)
statistical test
(1)
shapley value
(1)
Papers
Online Learning with Sublinear Best-Action Queries
NeurIPS 2024
On the Convergence of Loss and Uncertainty-based Active Learning Algorithms
NeurIPS 2024
Explaining Predictive Uncertainty with Information Theoretic Shapley Values
NeurIPS 2023
TCE: A Test-Based Approach to Measuring Calibration Error
UAI 2023