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Accelerating Inference for Sparse Extreme Multi-Label Ranking Trees


Jun 09, 2021
Philip A. Etter, Kai Zhong, Hsiang-Fu Yu, Lexing Ying, Inderjit Dhillon


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PECOS: Prediction for Enormous and Correlated Output Spaces


Oct 12, 2020
Hsiang-Fu Yu, Kai Zhong, Inderjit S. Dhillon


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Learning to Encode Position for Transformer with Continuous Dynamical Model


Mar 13, 2020
Xuanqing Liu, Hsiang-Fu Yu, Inderjit Dhillon, Cho-Jui Hsieh

* Code to be released in https://github.com/xuanqing94/FLOATER 

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Multiresolution Transformer Networks: Recurrence is Not Essential for Modeling Hierarchical Structure


Aug 27, 2019
Vikas K. Garg, Inderjit S. Dhillon, Hsiang-Fu Yu

* Initial version 

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Graph DNA: Deep Neighborhood Aware Graph Encoding for Collaborative Filtering


May 29, 2019
Liwei Wu, Hsiang-Fu Yu, Nikhil Rao, James Sharpnack, Cho-Jui Hsieh

* under review 

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Think Globally, Act Locally: A Deep Neural Network Approach to High-Dimensional Time Series Forecasting


May 09, 2019
Rajat Sen, Hsiang-Fu Yu, Inderjit Dhillon


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A Modular Deep Learning Approach for Extreme Multi-label Text Classification


May 07, 2019
Wei-Cheng Chang, Hsiang-Fu Yu, Kai Zhong, Yiming Yang, Inderjit Dhillon


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Extreme Stochastic Variational Inference: Distributed and Asynchronous


Aug 03, 2018
Jiong Zhang, Parameswaran Raman, Shihao Ji, Hsiang-Fu Yu, S. V. N. Vishwanathan, Inderjit S. Dhillon


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LearningWord Embeddings for Low-resource Languages by PU Learning


May 09, 2018
Chao Jiang, Hsiang-Fu Yu, Cho-Jui Hsieh, Kai-Wei Chang

* Published in NAACL 2018 

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A Greedy Approach for Budgeted Maximum Inner Product Search


Oct 11, 2016
Hsiang-Fu Yu, Cho-Jui Hsieh, Qi Lei, Inderjit S. Dhillon


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High-dimensional Time Series Prediction with Missing Values


Feb 17, 2016
Hsiang-Fu Yu, Nikhil Rao, Inderjit S. Dhillon


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PASSCoDe: Parallel ASynchronous Stochastic dual Co-ordinate Descent


Apr 06, 2015
Cho-Jui Hsieh, Hsiang-Fu Yu, Inderjit S. Dhillon


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A Scalable Asynchronous Distributed Algorithm for Topic Modeling


Dec 16, 2014
Hsiang-Fu Yu, Cho-Jui Hsieh, Hyokun Yun, S. V. N Vishwanathan, Inderjit S. Dhillon


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Large-scale Multi-label Learning with Missing Labels


Nov 25, 2013
Hsiang-Fu Yu, Prateek Jain, Purushottam Kar, Inderjit S. Dhillon


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