Niels Landwehr
8 papers · 2007–2024 · 5 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🏃 Academic Marathon · Full 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🌍 Conference Polyglot · Silver
🏆
Keyword Champion
(2)
📈
Trend Setter
🔥
Unstoppable · Bronze
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core Methods
(3)
Learning Types
(3)
Optimization & Theory
(3)
Learning Paradigms
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Architectures
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Core AI
(1)
Foundations
(1)
Reasoning
(1)
Keywords
sampling distribution
(2)
active learning
(2)
model selection
(1)
binary classification
(1)
text classification
(1)
relational learning
(1)
model evaluation
(1)
statistical testing
(1)
structured output
(1)
f-measure estimation
(1)
estimator variance
(1)
labeling budget
(1)
rule learning
(1)
empirical risk
(1)
model comparison
(1)
risk estimation
(1)
spam detection
(1)
probabilistic model
(1)
convolutional neural network
(1)
variance minimization
(1)
Papers
Fully Hyperbolic Convolutional Neural Networks for Computer Vision
ICLR 2024
A Semiparametric Model for Bayesian Reader Identification
EMNLP 2016
Learning to Identify Concise Regular Expressions that Describe Email Campaigns
JMLR 2015
A Model of Individual Differences in Gaze Control During Reading
EMNLP 2014
Active Evaluation of Ranking Functions Based on Graded Relevance (Extended Abstract)
IJCAI 2013
Active Comparison of Prediction Models
NeurIPS 2012
Active Estimation of F-Measures
NeurIPS 2010
Integrating Naïve Bayes and FOIL
JMLR 2007