Probabilistic Label Trees for Extreme Multi-label Classification

Probabilistic Label Trees for Extreme Multi-label Classification

23 September 2020

Kalina Jasinska-Kobus

Krzysztof Dembczyñski

Mikhail Kuznetsov

Papers citing "Probabilistic Label Trees for Extreme Multi-label Classification"

13 / 13 papers shown

Title
Labels in Extremes: How Well Calibrated are Extreme Multi-label Classifiers? Nasib Ullah Erik Schultheis Jinbin Zhang Rohit Babbar 36 0 0 06 Nov 2024
Exploring space efficiency in a tree-based linear model for extreme multi-label classification He-Zhe Lin Cheng-Hung Liu Chih-Jen Lin 21 0 0 12 Oct 2024
Consistent algorithms for multi-label classification with macro-at- $k$ metrics Erik Schultheis Wojciech Kotlowski Marek Wydmuch Rohit Babbar Strom Borman Krzysztof Dembczyñski 28 5 0 29 Jan 2024
Noise Contrastive Estimation-based Matching Framework for Low-Resource Security Attack Pattern Recognition Tu Nguyen Nedim Srndic Alexander Neth AAML 45 3 0 18 Jan 2024
Generalized test utilities for long-tail performance in extreme multi-label classification Erik Schultheis Marek Wydmuch Wojciech Kotlowski Rohit Babbar Krzysztof Dembczyñski ELM 34 3 0 09 Nov 2023
PINA: Leveraging Side Information in eXtreme Multi-label Classification via Predicted Instance Neighborhood Aggregation Eli Chien Jiong Zhang Cho-Jui Hsieh Jyun-Yu Jiang Wei-Cheng Chang O. Milenkovic Hsiang-Fu Yu 33 9 0 21 May 2023
Propensity-scored Probabilistic Label Trees Marek Wydmuch Kalina Jasinska-Kobus Rohit Babbar Krzysztof Dembczyñski 24 8 0 20 Oct 2021
Fast Multi-Resolution Transformer Fine-tuning for Extreme Multi-label Text Classification Jiong Zhang Wei-Cheng Chang Hsiang-Fu Yu Inderjit S. Dhillon 15 99 0 01 Oct 2021
Label Disentanglement in Partition-based Extreme Multilabel Classification Xuanqing Liu Wei-Cheng Chang Hsiang-Fu Yu Cho-Jui Hsieh Inderjit S. Dhillon 18 11 0 24 Jun 2021
Extreme Multi-label Learning for Semantic Matching in Product Search Wei-Cheng Chang Daniel Jiang Hsiang-Fu Yu C. Teo Jiong Zhang ... Qie Hu Nikhil Shandilya Vyacheslav Ievgrafov Japinder Singh Inderjit S. Dhillon 45 59 0 23 Jun 2021
Enterprise-Scale Search: Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees Philip A. Etter Kai Zhong Hsiang-Fu Yu Lexing Ying Inderjit Dhillon 16 3 0 04 Jun 2021
PECOS: Prediction for Enormous and Correlated Output Spaces Hsiang-Fu Yu Kai Zhong Jiong Zhang Wei-Cheng Chang Inderjit S. Dhillon 21 84 0 12 Oct 2020
Online probabilistic label trees Kalina Jasinska-Kobus Marek Wydmuch D. Thiruvenkatachari Krzysztof Dembczyñski VLM 15 9 0 08 Jul 2020