Tim Landgraf
8 papers · 2020–2024 · 4 conferences · across top CS/AI conferences
Achievements
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๐ Cross-Pollinator (14) ๐บ๏ธ Taxonomy Completionist (17) ๐งญ Keyword Pioneer ๐ Conference Polyglot (4) ๐ Renaissance Researcher (5)
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Interdisciplinary Bridge
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Triple Crown
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The Questioner
Conferences
EACL (2)
ICLR (2)
ICML (2)
NIPS (2)
Top co-authors
Keywords
neural network
(2)
propaganda detection
(2)
text classification
(2)
multilingual nlp
(1)
neural network optimization
(1)
loss landscape
(1)
gradient estimation
(1)
weight perturbation
(1)
chaotic dynamics
(1)
temporal analysis
(1)
nearest neighbor regression
(1)
support vector machine
(1)
out-of-distribution detection
(1)
interpretable model
(1)
neural network classifier
(1)
taylor approximation
(1)
attribution method
(1)
misinformation detection
(1)
second order optimization
(1)
layer-wise relevance propagation
(1)
Papers
Check News in One Click: NLP-Empowered Pro-Kremlin Propaganda Detection
EACL 2024
WeiPer: OOD Detection using Weight Perturbations of Class Projections
NIPS 2024
The Evolution of Pro-Kremlin Propaganda From a Machine Learning and Linguistics Perspective
EACL 2023
Chaotic Dynamics are Intrinsic to Neural Network Training with SGD
NIPS 2022
Do Users Benefit From Interpretable Vision? A User Study, Baseline, And Dataset
ICLR 2022
DNNR: Differential Nearest Neighbors Regression
ICML 2022
Restricting the Flow: Information Bottlenecks for Attribution
ICLR 2020
When Explanations Lie: Why Many Modified BP Attributions Fail
ICML 2020