Fast Label Embeddings for Extremely Large Output Spaces

Fast Label Embeddings for Extremely Large Output Spaces

International Conference on Learning Representations (ICLR), 2014

30 March 2015

Nikos Karampatziakis

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Papers citing "Fast Label Embeddings for Extremely Large Output Spaces"

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Title
NGAME: Negative Mining-aware Mini-batching for Extreme ClassificationWeb Search and Data Mining (WSDM), 2022 Kunal Dahiya Nilesh Gupta Deepak Saini Akshay Soni Yajun Wang ... Sonu Mehta Ramachandran Ramjee Sumeet Agarwal Purushottam Kar Manik Varma 186 44 0 10 Jul 2022
Counterfactual Learning To Rank for Utility-Maximizing Query AutocompletionAnnual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022 Adam Block Rahul Kidambi Daniel N. Hill Thorsten Joachims Inderjit S. Dhillon CML 140 8 0 22 Apr 2022
On Riemannian Approach for Constrained Optimization Model in Extreme Classification Problems Jayadev Naram Tanmay Sinha Pawan Kumar 144 1 0 30 Sep 2021
Session-Aware Query Auto-completion using Extreme Multi-label RankingKnowledge Discovery and Data Mining (KDD), 2020 Nishant Yadav Rajat Sen Daniel N. Hill A. Mazumdar Inderjit S. Dhillon 302 11 0 09 Dec 2020
Compact Learning for Multi-Label ClassificationPattern Recognition (Pattern Recognit.), 2020 Jiaqi Lv Tianran Wu Cheng-Lun Peng Yun-Peng Liu Ning Xu Xin Geng 761 15 0 18 Sep 2020
Extreme Regression for Dynamic Search AdvertisingWeb Search and Data Mining (WSDM), 2020 Yashoteja Prabhu Aditya Kusupati Nilesh Gupta Manik Varma 167 24 0 15 Jan 2020
A Survey on Multi-output Learning Donna Xu Yaxin Shi Ivor W. Tsang Yew-Soon Ong Chen Gong Xiaobo Shen 99 5 0 02 Jan 2019
Log-time and Log-space Extreme Classification Kalina Jasinska Nikos Karampatziakis AI4TS 91 15 0 07 Nov 2016
Information-theoretical label embeddings for large-scale image classification François Chollet 146 17 0 19 Jul 2016
Exact and efficient top-K inference for multi-target prediction by querying separable linear relational models Michiel Stock Krzysztof Dembczyñski B. De Baets Willem Waegeman 122 1 0 14 Jun 2016
A Hierarchical Spectral Method for Extreme Classification Paul Mineiro Nikos Karampatziakis 135 1 0 10 Nov 2015
Scalable Multilabel Prediction via Randomized Methods Nikos Karampatziakis Paul Mineiro 149 7 0 09 Feb 2015