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White paper: Distributed Latent Dirichlet Allocation on Spark via Tensor Decomposition

Technical Report, No. hrefhttp://newport.eecs.uci.edu/anandkumar/pubs/whitepaper.pdfhttp://newport.eecs.uci.edu/anandkumar/pubs/whitepaper.pdf, Department of Electrical Engineering and Computer Science, University of California Irvine, 2015
Furong Huang and Animashree Anandkumar
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Convolutional Dictionary Learning through Tensor Factorization

Journal of Ma- chine Learning Research conference and workshop proceedings 2015, arXiv preprint arXiv:1506.03509, 2015
Huang, Furong and Anandkumar, Animashree
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Distributed latent dirichlet allocation via tensor factorization

In NIPS Optimization Workshop, 2014
Huang, Furong and Matusevych, Sergiy and Anandkumar, Anima and Karampatziakis, Nikos and Mineiro, Paul
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Tensorial Neural Networks: Generalization of Neural Networks and Application to Model Compression

13th Annual Machine Learning Symposium, Women in Machine Learning Workshop, preprint, 2019
J. Su, J. Li, B. Bhattacharjee, F. Huang
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Fast detection of overlapping communities via online tensor methods/Online Tensor Methods for Learning Latent Variable Models

JMLR, 2014
Huang, Furong and Niranjan, UN and Hakeem, Mohammad Umar and Anandkumar, Animashree
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Online tensor methods for learning latent variable models

Journal of Machine Learning Research, 16: 2797—2835, 2015
Huang, Furong and Niranjan, UN and Hakeem, Mohammad Umar and Anandkumar, Animashree
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Learning deep resnet blocks sequentially using boosting theory

ICML 2018, arXiv preprint arXiv:1706.04964, 2018
Huang, Furong and Ash, Jordan and Langford, John and Schapire, Robert
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Unsupervised learning of transcriptional regulatory networks via latent tree graphical models

arXiv preprint arXiv:1609.06335, 2016
Gitter, Anthony and Huang, Furong and Valluvan, Ragupathyraj and Fraenkel, Ernest and Anandkumar, Animashree
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Scalable Latent Tree Model and its Application to Health Analytics

Machine Learning in Healthcare NIPS Workshop 2015, arXiv:1406.4566 cs.LG, 2015
Huang, Furong and UN, Niranjan and Perros, Joachim and Chen, Robert and Sun, Jimeng and Anandkumar, Anima
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When Detection Tools Collide: On the Impact of Watermarking on AI-Generated Text Detectors

In 4th Workshop on Towards Knowledgeable Foundation Models (KnowFM), ACL 2026, 2026
Michael-Andrei Panaitescu-Liess and Yigitcan Kaya and Fiza Mulla and Anirudh Satheesh and Furong Huang
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