🏢 Berlin Institute for the Foundations of Learning and Data
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
·1618 words·8 mins·
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AI Applications
Healthcare
🏢 Berlin Institute for the Foundations of Learning and Data
xMIL-LRP: Enhanced explainable AI for multiple instance learning in histopathology, boosting model transparency and enabling new knowledge discovery.
Breaking the curse of dimensionality in structured density estimation
·1465 words·7 mins·
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Machine Learning
Deep Learning
🏢 Berlin Institute for the Foundations of Learning and Data
Researchers break the curse of dimensionality in structured density estimation using graph resilience, a novel graphical parameter that effectively reduces the sample complexity.