A no-regret generalization of hierarchical softmax to extreme
multi-label classification

A no-regret generalization of hierarchical softmax to extreme multi-label classification

27 October 2018

Kalina Jasinska

Mikhail Kuznetsov

Krzysztof Dembczyñski

Papers citing "A no-regret generalization of hierarchical softmax to extreme multi-label classification"

14 / 64 papers shown

Title
Unbiased Loss Functions for Extreme Classification With Missing Labels Erik Schultheis Mohammadreza Qaraei Priyanshu Gupta Rohit Babbar 14 6 0 01 Jul 2020
Learning Optimal Tree Models Under Beam Search Jingwei Zhuo Xinhang Li Wei Dai Ziru Xu Han Li Jian Xu Kun Gai 27 57 0 27 Jun 2020
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping Shashanka Ubaru S. Dash A. Mazumdar Oktay Gunluk 6 8 0 24 Jun 2020
Doubly-stochastic mining for heterogeneous retrieval A. S. Rawat A. Menon Andreas Veit Felix X. Yu Sashank J. Reddi Sanjiv Kumar 14 5 0 23 Apr 2020
Extreme Multi-label Classification from Aggregated Labels Yanyao Shen Hsiang-Fu Yu Sujay Sanghavi Inderjit Dhillon 16 8 0 01 Apr 2020
Classifier Chains: A Review and Perspectives Jesse Read Bernhard Pfahringer G. Holmes E. Frank 25 91 0 26 Dec 2019
Semi-supervised Vector-valued Learning: Improved Bounds and Algorithms Jian Li Yong Liu Weiping Wang 23 3 0 11 Sep 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 16 212 0 05 Jun 2019
On the computational complexity of the probabilistic label tree algorithms R. Busa-Fekete Krzysztof Dembczyñski Alexander Golovnev Kalina Jasinska Mikhail Kuznetsov M. Sviridenko Chao Xu TPM 29 3 0 01 Jun 2019
LdSM: Logarithm-depth Streaming Multi-label Decision Trees Maryam Majzoubi A. Choromańska 17 11 0 24 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 25 20 0 07 May 2019
Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification Sujay Khandagale Han Xiao Rohit Babbar BDL 19 155 0 17 Apr 2019
A Survey on Multi-output Learning Donna Xu Yaxin Shi Ivor W. Tsang Yew-Soon Ong Chen Gong Xiaobo Shen 19 5 0 02 Jan 2019
AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification Rafael M. O. Cruz Zihan Zhang R. Sabourin Suyang Dai Hiroshi Mamitsuka Shanfeng Zhu VLM 30 250 0 01 Nov 2018