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82 Results
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Workshop
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ProtoGate: Prototype-based Neural Networks with Local Feature Selection for Tabular Biomedical Data Xiangjian Jiang · Andrei Margeloiu · Nikola Simidjievski · Mateja Jamnik |
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Workshop
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GraphChef: Learning the Recipe of Your Dataset Peter Müller · Lukas Faber · Karolis Martinkus · Roger Wattenhofer |
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Workshop
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A Survey on Knowledge Graphs for Healthcare: Resources, Application Progress, and Promise Hejie Cui · Jiaying Lu · Shiyu Wang · Ran Xu · Wenjing Ma · Shaojun Yu · Yue Yu · Xuan Kan · Tianfan Fu · Chen Ling · Joyce Ho · Fei Wang · Carl Yang |
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Workshop
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Generalizing Neural Additive Models via Statistical Multimodal Analysis Young Kyung Kim · Juan Di Martino · Guillermo Sapiro |
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Workshop
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Unsupervised Discovery of Steerable Factors in Graphsc Shengchao Liu · Chengpeng Wang · Weili Nie · Hanchen Wang · Jiarui Lu · Bolei Zhou · Jian Tang |
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Workshop
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Diffusion Models with Grouped Latents for Interpretable Latent Space Sangyun Lee · Gayoung Lee · Hyunsu Kim · Kim Junho · Youngjung Uh |
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Poster
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Tue 17:00 |
XAI Beyond Classification: Interpretable Neural Clustering Xi Peng · Yunfan Li · Ivor W. Tsang · Hongyuan Zhu · Jiancheng Lv · Joey Tianyi Zhou |
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Workshop
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Self-verification improves few-shot clinical information extraction Zelalem Gero · Chandan Singh · Hao Cheng · Tristan Naumann · Michel Galley · Jianfeng Gao · Hoifung Poon |
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Workshop
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Sat 17:40 |
Interpretable and Intervenable Ultrasonography-based Machine Learning Models for Pediatric Appendicitis Julia Vogt · Ricards Marcinkevics · Patricia Reis Wolfertstetter · Ugne Klimiene · Kieran Chin-Cheong · Alyssia Paschke · Julia Zerres · Markus Denzinger · David Niederberger · Sven Wellmann · Ece Ozkan · Christian Knorr |
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Workshop
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Concept Bottleneck Generative Models Aya Ismail · Julius Adebayo · Hector Corrada Bravo · Stephen Ra · Kyunghyun Cho |
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Workshop
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TabCBM: Concept-based Interpretable Neural Networks for Tabular Data Mateo Espinosa Zarlenga · Zohreh Shams · Michael Nelson · Been Kim · Mateja Jamnik |
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Poster
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Tue 17:00 |
Interpretable Neural-Symbolic Concept Reasoning Pietro Barbiero · Gabriele Ciravegna · Francesco Giannini · Mateo Espinosa Zarlenga · Lucie Charlotte Magister · Alberto Tonda · Pietro Lió · Frederic Precioso · Mateja Jamnik · Giuseppe Marra |