Moonjeong Park

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All published works

Action	Title	Year	Authors
+	Large-scale tucker Tensor factorization for sparse and accurate decomposition	2022	Jun-Gi Jang Moonjeong Park Jongwuk Lee Lee Sael
+ PDF Chat	VEST: Very Sparse Tucker Factorization of Large-Scale Tensors	2021	Moonjeong Park Jun-Gi Jang Lee Sael
+	VeST: Very Sparse Tucker Factorization of Large-Scale Tensors	2019	Moonjeong Park Jun-Gi Jang Lee Sael
+	VeST: Very Sparse Tucker Factorization of Large-Scale Tensors	2019	Moonjeong Park Jun-Gi Jang Lee Sael

Common Coauthors

Coauthor	Papers Together
Lee Sael	4
Jun-Gi Jang	4
Jongwuk Lee	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	GIFT: Guided and Interpretable Factorization for Tensors with an application to large-scale multi-platform cancer analysis	2018	Jungwoo Lee Sejoon Oh Lee Sael	3
+ PDF Chat	Tensor-CUR Decompositions for Tensor-Based Data	2008	Michael W. Mahoney Mauro Maggioni Petros Drineas	3
+	Algorithms for Sparse Nonnegative Tucker Decompositions	2008	Morten Mørup Lars Kai Hansen Sidse Arnfred	3
+	Nonnegative Tucker Decomposition	2007	Yong‐Deok Kim Seungjin Choi	3
+ PDF Chat	Provable Sparse Tensor Decomposition	2016	Will Wei Sun Junwei Lu Han Liu Guang Cheng	3
+ PDF Chat	Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries	2018	Sejoon Oh Namyong Park Lee Sael U Kang	3
+ PDF Chat	Tensor Decomposition With Generalized Lasso Penalties	2016	Oscar Hernan Madrid-Padilla James G. Scott	3
+	Joint sparse principal component analysis	2016	Shuangyan Yi Zhihui Lai Zhenyu He Yiu‐ming Cheung Yang Liu	3
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	3
+ PDF Chat	CTD: Fast, accurate, and interpretable method for static and dynamic tensor decompositions	2018	Jungwoo Lee Dong-Jin Choi Lee Sael	3
+ PDF Chat	Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination	2018	Fei Jiang Xiao-Yang Liu Hongtao Lu Ruimin Shen	3
+ PDF Chat	Accelerating the Tucker Decomposition with Compressed Sparse Tensors	2017	Shaden Smith George Karypis	2
+ PDF Chat	ParCube: Sparse Parallelizable Tensor Decompositions	2012	Evangelos E. Papalexakis Christos Faloutsos Nicholas D. Sidiropoulos	2
+	Fast Tucker Factorization for Large-Scale Tensor Completion	2018	Dongha Lee Jaehyeong Lee Hwanjo Yu	2
+	GigaTensor	2012	U Kang Evangelos E. Papalexakis Abhay Harpale Christos Faloutsos	2
+	Robust Tucker Tensor Decomposition for Effective Image Representation	2013	Miao Zhang Chris Ding	2
+ PDF Chat	Alternating proximal gradient method for sparse nonnegative Tucker decomposition	2014	Yangyang Xu	2
+	Denoising and completion of 3D data via multidimensional dictionary learning	2016	Zemin Zhang Shuchin Aeron	2
+ PDF Chat	PASTA: a parallel sparse tensor algorithm benchmark suite	2019	Jiajia Li Yuchen Ma Xiaolong Wu Ang Li Kevin Barker	2
+	Sparse Higher-Order Principal Components Analysis	2012	Genevera I. Allen	2
+	Multilinear operators for higher-order decompositions.	2006	Tamara G. Kolda	2
+	Robust L1 Principal Component Analysis and Its Bayesian Variational Inference	2007	Junbin Gao	2
+ PDF Chat	VEST: Very Sparse Tucker Factorization of Large-Scale Tensors	2021	Moonjeong Park Jun-Gi Jang Lee Sael	1
+	HaTen2: Billion-scale tensor decompositions	2015	Inah Jeon Evangelos E. Papalexakis U Kang Christos Faloutsos	1
+ PDF Chat	Parallel Tensor Compression for Large-Scale Scientific Data	2016	W. W. Austin Grey Ballard Tamara G. Kolda	1
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	1
+	Denoising and Completion of 3D Data via Multidimensional Dictionary Learning	2015	Zemin Zhang Shuchin Aeron	1
+ PDF Chat	MRTensorCube: tensor factorization with data reduction for context-aware recommendations	2017	Svetlana Kim Suan Lee Jinho Kim Yong-Ik Yoon	1
+ PDF Chat	TensorCast: Forecasting with Context Using Coupled Tensors (Best Paper Award)	2017	Miguel Araújo Pedro Ribeiro Christos Faloutsos	1
+ PDF Chat	On Optimizing Distributed Tucker Decomposition for Dense Tensors	2017	Venkatesan T. Chakaravarthy Jee Choi Douglas J. Joseph Xing Liu Prakash Murali Yogish Sabharwal Dheeraj Sreedhar	1
+	High-Performance Tucker Factorization on Heterogeneous Platforms	2019	Sejoon Oh Namyong Park Jun-Gi Jang Lee Sael U Kang	1
+ PDF Chat	S3CMTF: Fast, accurate, and scalable method for incomplete coupled matrix-tensor factorization	2019	Dong-Jin Choi Jun-Gi Jang U Kang	1
+ PDF Chat	MACH: Fast Randomized Tensor Decompositions	2010	Charalampos E. Tsourakakis	1
+	D-Tucker: Fast and Memory-Efficient Tucker Decomposition for Dense Tensors	2020	Jun-Gi Jang U Kang	1
+ PDF Chat	TuckerMPI	2020	Grey Ballard Alicia Marie Klinvex Tamara G. Kolda	1