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20192025
most citedLayer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks

87 citations · 88 across the 6 of their papers we have counts for

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2 papers · 1 filter

cs.LG2025

FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion

Fred Xu, Song Jiang, Zijie Huang +4

Taxonomy Expansion, which models complex concepts and their relations, can be formulated as a set representation learning task. The generalization of set, fuzzy set, incorporates u…

stat.ML2025

Learning Probabilities of Causation with Mask-Augmented Data

Shuai Wang, Yizhou Sun, Judea Pearl +1

Probabilities of causation play a central role in modern decision making. Tian and Pearl first introduced formal definitions and derived tight bounds for three binary probabilities…