Search All 2022 Events
 

28 Results

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Workshop
Discovering Interpretable Structural Model Errors in Climate Models
Rambod Mojgani · Ashesh Chattopadhyay · Pedram Hassanzadeh
Workshop
T-cell receptor specific protein language model for prediction and interpretation of epitope binding (ProtLM.TCR)
Ahmed Essaghir
Poster
Tue 9:00 WeightedSHAP: analyzing and improving Shapley based feature attributions
Yongchan Kwon · James Zou
Poster
Wed 9:00 Sparse Interaction Additive Networks via Feature Interaction Detection and Sparse Selection
James Enouen · Yan Liu
Workshop
An Interpretable Model of Climate Change Using Correlative Learning
Charles Anderson · Jason Stock
Workshop
An "interpretable-by-design" neural network to decipher RNA splicing regulatory logic
Susan Liao · Mukund Sudarshan · Oded Regev
Poster
Wed 14:00 Addressing Leakage in Concept Bottleneck Models
Marton Havasi · Sonali Parbhoo · Finale Doshi-Velez
Poster
Thu 14:00 On the Interpretability of Regularisation for Neural Networks Through Model Gradient Similarity
Vincent Szolnoky · Viktor Andersson · Balazs Kulcsar · Rebecka Jörnsten
Poster
Thu 14:00 ProtoVAE: A Trustworthy Self-Explainable Prototypical Variational Model
Srishti Gautam · Ahcène Boubekki · Stine Hansen · Suaiba Salahuddin · Robert Jenssen · Marina Höhne · Michael Kampffmeyer
Affinity Workshop
Model Interpretation based Sample Selection in Large-Scale Conversational Assistants
Kiana Hajebi
Workshop
Representation Learning to Effectively Integrate and Interpret Omics Data
Sara Masarone
Workshop
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model
Jacob Eisenstein · Daniel Andor · Bernd Bohnet · Michael Collins · David Mimno