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Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification
17 April 2019
Sujay Khandagale
Han Xiao
Rohit Babbar
BDL
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Papers citing
"Bonsai -- Diverse and Shallow Trees for Extreme Multi-label Classification"
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eXtreme Contextual Bandits with Arm Hierarchy
Rajat Sen
Alexander Rakhlin
Lexing Ying
Rahul Kidambi
Dean Phillips Foster
Daniel N. Hill
Inderjit Dhillon
188
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0
15 Feb 2021
Pitfalls of Assessing Extracted Hierarchies for Multi-Class Classification
Pattern Recognition (Pattern Recogn.), 2021
P. D. Moral
Sławomir Nowaczyk
A. SantÁnna
Sepideh Pashami
152
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26 Jan 2021
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification
AAAI Conference on Artificial Intelligence (AAAI), 2021
Ting Jiang
Deqing Wang
Leilei Sun
Huayi Yang
Zhengyang Zhao
Fuzhen Zhuang
VLM
345
162
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09 Jan 2021
GNN-XML: Graph Neural Networks for Extreme Multi-label Text Classification
Daoming Zong
Shiliang Sun
81
10
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10 Dec 2020
Session-Aware Query Auto-completion using Extreme Multi-label Ranking
Knowledge Discovery and Data Mining (KDD), 2020
Nishant Yadav
Rajat Sen
Daniel N. Hill
A. Mazumdar
Inderjit S. Dhillon
354
12
0
09 Dec 2020
The Emerging Trends of Multi-Label Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Weiwei Liu
Haobo Wang
Xiaobo Shen
Ivor W. Tsang
470
331
0
23 Nov 2020
PECOS: Prediction for Enormous and Correlated Output Spaces
Hsiang-Fu Yu
Kai Zhong
Jiong Zhang
Wei-Cheng Chang
Inderjit S. Dhillon
289
91
0
12 Oct 2020
Layer-wise Guided Training for BERT: Learning Incrementally Refined Document Representations
Nikolaos Manginas
Ilias Chalkidis
Prodromos Malakasiotis
114
5
0
12 Oct 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Ilias Chalkidis
Manos Fergadiotis
Sotiris Kotitsas
Prodromos Malakasiotis
Nikolaos Aletras
Ion Androutsopoulos
VLM
AI4TS
119
96
0
04 Oct 2020
Learning from eXtreme Bandit Feedback
AAAI Conference on Artificial Intelligence (AAAI), 2020
Romain Lopez
Inderjit S. Dhillon
Sai Li
OffRL
181
26
0
27 Sep 2020
Probabilistic Label Trees for Extreme Multi-label Classification
Kalina Jasinska-Kobus
Marek Wydmuch
Krzysztof Dembczyñski
Mikhail Kuznetsov
R. Busa-Fekete
176
22
0
23 Sep 2020
Online probabilistic label trees
International Conference on Artificial Intelligence and Statistics (AISTATS), 2020
Kalina Jasinska-Kobus
Marek Wydmuch
D. Thiruvenkatachari
Krzysztof Dembczyñski
VLM
161
9
0
08 Jul 2020
Pretrained Generalized Autoregressive Model with Adaptive Probabilistic Label Clusters for Extreme Multi-label Text Classification
Hui Ye
Zhiyu Zoey Chen
Da-han Wang
Brian D. Davison
VLM
236
56
0
05 Jul 2020
Unbiased Loss Functions for Extreme Classification With Missing Labels
Erik Schultheis
Mohammadreza Qaraei
Priyanshu Gupta
Rohit Babbar
180
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
210
65
0
27 Jun 2020
Multilabel Classification by Hierarchical Partitioning and Data-dependent Grouping
Neural Information Processing Systems (NeurIPS), 2020
Shashanka Ubaru
S. Dash
A. Mazumdar
Oktay Gunluk
136
8
0
24 Jun 2020
On-the-fly Global Embeddings Using Random Projections for Extreme Multi-label Classification
Yashaswi Verma
204
0
0
17 Dec 2019
LdSM: Logarithm-depth Streaming Multi-label Decision Trees
International Conference on Artificial Intelligence and Statistics (AISTATS), 2019
Maryam Majzoubi
A. Choromańska
367
12
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
270
20
0
07 May 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
283
287
0
01 Nov 2018
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