Tobias Huber
3 papers · 2019–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
Venues
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Research topics
Keywords
ensemble learning
(1)
interpretable machine learning
(1)
explainable ai
(1)
feature importance
(1)
saliency map
(1)
ensemble classification
(1)
convolutional neural network
(1)
local explanation
(1)
generative adversarial network
(1)
image classifier
(1)
agent behavior
(1)
counterfactual explanation
(1)
explainable artificial intelligence
(1)
global explanation
(1)
bioacoustic classification
(1)
whale sound detection
(1)
feature masking
(1)
explainable reinforcement learning
(1)
alterfactual explanation
(1)
relevance analysis
(1)
Papers
Relevant Irrelevance: Generating Alterfactual Explanations for Image Classifiers
IJCAI 2024
Local and Global Explanations of Agent Behavior: Integrating Strategy Summaries with Saliency Maps (Extended Abstract)
IJCAI 2022
Relevance-Based Feature Masking: Improving Neural Network Based Whale Classification Through Explainable Artificial Intelligence
Interspeech 2019