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Publications of "Kejun Huang" ( http://dblp.L3S.de/Authors/Kejun_Huang )

  Author page on DBLP  Author page in RDF  Community of Kejun Huang in ASPL-2

Publication years (Num. hits)
2013-2016 (24) 2017-2018 (17) 2019 (10)
Publication types (Num. hits)
article(31) inproceedings(20)
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Found 52 publication records. Showing 51 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Bo Yang, Xiao Fu 0001, Nicholas D. Sidiropoulos, Kejun Huang Learning Nonlinear Mixtures: Identifiability and Algorithm. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Songtao Lu, Meisam Razaviyayn, Bo Yang, Kejun Huang, Mingyi Hong SNAP: Finding Approximate Second-Order Stationary Solutions Efficiently for Non-convex Linearly Constrained Problems. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Shahana Ibrahim, Xiao Fu 0001, Nikos Kargas, Kejun Huang Crowdsourcing via Pairwise Co-occurrences: Identifiability and Algorithms. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiao Fu 0001, Cheng Gao, Hoi-To Wai, Kejun Huang Block-Randomized Stochastic Proximal Gradient for Low-Rank Tensor Factorization. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos, Qingjiang Shi, Mingyi Hong Anchor-Free Correlated Topic Modeling. Search on Bibsonomy IEEE Trans. Pattern Anal. Mach. Intell. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications. Search on Bibsonomy IEEE Signal Process. Mag. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Songtao Lu, Ziping Zhao, Kejun Huang, Mingyi Hong Perturbed Projected Gradient Descent Converges to Approximate Second-order Points for Bound Constrained Nonconvex Problems. Search on Bibsonomy ICASSP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Cheng Gao, Hoi-To Wai, Kejun Huang Block-randomized Stochastic Proximal Gradient for Constrained Low-rank Tensor Factorization. Search on Bibsonomy ICASSP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001 Detecting Overlapping and Correlated Communities without Pure Nodes: Identifiability and Algorithm. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Kejun Huang, Zhuoran Yang, Zhaoran Wang, Mingyi Hong Learning Partially Observable Markov Decision Processes Using Coupled Canonical Polyadic Decomposition. Search on Bibsonomy DSW The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos On Identifiability of Nonnegative Matrix Factorization. Search on Bibsonomy IEEE Signal Process. Lett. The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nicholas D. Sidiropoulos Learning Hidden Markov Models from Pairwise Co-occurrences with Applications to Topic Modeling. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos, Wing-Kin Ma Nonnegative Matrix Factorization for Signal and Data Analytics: Identifiability, Algorithms, and Applications. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Athanasios P. Liavas, Georgios Kostoulas, Georgios Lourakis, Kejun Huang, Nicholas D. Sidiropoulos Nesterov-Based Alternating Optimization for Nonnegative Tensor Factorization: Algorithm and Parallel Implementation. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shaden Smith, Kejun Huang, Nicholas D. Sidiropoulos, George Karypis Streaming Tensor Factorization for Infinite Data Sources. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nicholas D. Sidiropoulos On Convergence of Epanechnikov Mean Shift. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nicholas D. Sidiropoulos Learning Hidden Markov Models from Pairwise Co-occurrences with Application to Topic Modeling. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Meiju Li, Xiujuan Du, Kejun Huang, Senlin Hou, Xiuxiu Liu A Routing Protocol Based on Received Signal Strength for Underwater Wireless Sensor Networks (UWSNs). Search on Bibsonomy Information The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Nicholas D. Sidiropoulos On Identifiability of Nonnegative Matrix Factorization. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nicholas D. Sidiropoulos On Convergence of Epanechnikov Mean Shift. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos Kullback-Leibler Principal Component for Tensors is not NP-hard. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu 0001, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos Tensor Decomposition for Signal Processing and Machine Learning. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So Scalable and Flexible Multiview MAX-VAR Canonical Correlation Analysis. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Mingyi Hong, Nicholas D. Sidiropoulos, Anthony Man-Cho So Scalable and flexible Max-Var generalized canonical correlation analysis via alternating optimization. Search on Bibsonomy ICASSP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Athanasios P. Liavas, Georgios Kostoulas, Georgios Lourakis, Kejun Huang, Nicholas D. Sidiropoulos Nesterov-based parallel algorithm for large-scale nonnegative tensor factorization. Search on Bibsonomy ICASSP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Otilia Stretcu, Hyun Ah Song, Evangelos E. Papalexakis, Partha P. Talukdar, Tom M. Mitchell, Nicholas D. Sidiropoulos, Christos Faloutsos, Barnabás Póczos BrainZoom: High Resolution Reconstruction from Multi-modal Brain Signals. Search on Bibsonomy SDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos Kullback-Leibler principal component for tensors is not NP-hard. Search on Bibsonomy ACSSC The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nicholas D. Sidiropoulos Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Nicholas D. Sidiropoulos, Lieven De Lathauwer, Xiao Fu 0001, Kejun Huang, Evangelos E. Papalexakis, Christos Faloutsos Tensor Decomposition for Signal Processing and Machine Learning. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos Phase Retrieval from 1D Fourier Measurements: Convexity, Uniqueness, and Algorithms. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Bo Yang, Wing-Kin Ma, Nicholas D. Sidiropoulos Robust Volume Minimization-Based Matrix Factorization for Remote Sensing and Document Clustering. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos Consensus-ADMM for General Quadratically Constrained Quadratic Programming. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cheng Qian 0001, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang 0001, Hing-Cheung So Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Evangelos E. Papalexakis, Hyun Ah Song, Partha Pratim Talukdar, Nicholas D. Sidiropoulos, Christos Faloutsos, Tom M. Mitchell Efficient and Distributed Algorithms for Large-Scale Generalized Canonical Correlations Analysis. Search on Bibsonomy ICDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Wing-Kin Ma, Kejun Huang, Nicholas D. Sidiropoulos Robust volume minimization-based matrix factorization via alternating optimization. Search on Bibsonomy ICASSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Yonina C. Eldar, Nicholas D. Sidiropoulos On convexity and identifiability in 1-D Fourier phase retrieval. Search on Bibsonomy ICASSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Cheng Qian 0001, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang 0001, Hing-Cheung So Least squares phase retrieval using feasible point pursuit. Search on Bibsonomy ICASSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Xiao Fu 0001, Nikos D. Sidiropoulos Anchor-Free Correlated Topic Modeling: Identifiability and Algorithm. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Omar Mehanna, Kejun Huang, Balasubramanian Gopalakrishnan, Aritra Konar, Nicholas D. Sidiropoulos Feasible Point Pursuit and Successive Approximation of Non-Convex QCQPs. Search on Bibsonomy IEEE Signal Process. Lett. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Cheng Qian 0001, Nicholas D. Sidiropoulos, Kejun Huang, Lei Huang 0001, Hing-Cheung So Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér-Rao Bound. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas A Flexible and Efficient Algorithmic Framework for Constrained Matrix and Tensor Factorization. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Xiao Fu 0001, Wing-Kin Ma, Kejun Huang, Nicholas D. Sidiropoulos Blind Separation of Quasi-Stationary Sources: Exploiting Convex Geometry in Covariance Domain. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Xiao Fu 0001, Kejun Huang, Wing-Kin Ma, Nicholas D. Sidiropoulos, Rasmus Bro Joint Tensor Factorization and Outlying Slab Suppression With Applications. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos, Evangelos E. Papalexakis, Christos Faloutsos, Partha Pratim Talukdar, Tom M. Mitchell Principled Neuro-Functional Connectivity Discovery. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Matt Gardner 0001, Evangelos E. Papalexakis, Christos Faloutsos, Nikos D. Sidiropoulos, Tom M. Mitchell, Partha Pratim Talukdar, Xiao Fu 0001 Translation Invariant Word Embeddings. Search on Bibsonomy EMNLP The full citation details ... 2015 DBLP  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos, Athanasios P. Liavas Efficient algorithms for 'universally' constrained matrix and tensor factorization. Search on Bibsonomy EUSIPCO The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nicholas D. Sidiropoulos, Ananthram Swami Non-Negative Matrix Factorization Revisited: Uniqueness and Algorithm for Symmetric Decomposition. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nikolaos D. Sidiropoulos Putting Nonnegative Matrix Factorization to the Test: A tutorial derivation of pertinent Cramer?Rao bounds and performance benchmarking. Search on Bibsonomy IEEE Signal Process. Mag. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Kejun Huang, Nikos D. Sidiropoulos, A. Swamiy NMF revisited: New uniqueness results and algorithms. Search on Bibsonomy ICASSP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
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