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hierarchical classification (3) extreme multi-label classification (2) large-scale classification (2) text classification (2) multi-resolution learning (1) probabilistic learning (1) multi-label attention (1) probabilistic label tree (1) balanced tree (1) label tree learning (1)

Papers

CascadeXML: Rethinking Transformers for End-to-end Multi-resolution Training in Extreme Multi-label Classification NeurIPS 2022 Online probabilistic label trees AISTATS 2021 AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification NeurIPS 2019 Probabilistic Label Trees for Efficient Large Scale Image Classification CVPR 2013 Fast and Balanced: Efficient Label Tree Learning for Large Scale Object Recognition NeurIPS 2011