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Poster
Mon 2:30 Joint Shapley values: a measure of joint feature importance
Chris Harris · Richard Pymar · Colin Rowat
Poster
Thu 10:30 Axiomatic Explanations for Visual Search, Retrieval, and Similarity Learning
Mark Hamilton · Scott Lundberg · Stephanie Fu · Lei Zhang · William Freeman
Poster
Thu 10:30 Explanations of Black-Box Models based on Directional Feature Interactions
Aria Masoomi · Davin Hill · Zhonghui Xu · Craig Hersh · Edwin Silverman · Peter Castaldi · Stratis Ioannidis · Jennifer Dy
Spotlight
Thu 10:30 Explanations of Black-Box Models based on Directional Feature Interactions
Aria Masoomi · Davin Hill · Zhonghui Xu · Craig Hersh · Edwin Silverman · Peter Castaldi · Stratis Ioannidis · Jennifer Dy
Poster
Thu 2:30 You Mostly Walk Alone: Analyzing Feature Attribution in Trajectory Prediction
Osama Makansi · Julius von Kuegelgen · Francesco Locatello · Peter Gehler · Dominik Janzing · Thomas Brox · Bernhard Schoelkopf
Poster
Mon 18:30 FastSHAP: Real-Time Shapley Value Estimation
Neil Jethani · Mukund Sudarshan · Ian Covert · Su-In Lee · Rajesh Ranganath