Ioakeim Perros

19 papers A* 3A 5Journal 7Unranked 3

Year	Rank	Type	Title / Venue / Authors
2020	—	`—`	Health Data Mining using Tensor Factorization: Methods and Applications. Ioakeim Perros
2020	—	`conf`	TASTE: temporal and static tensor factorization for phenotyping electronic health records. CHIL Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2020	J	`jnl`	Using the PARAFAC2 tensor factorization on EHR audit data to understand PCP desktop work. J. Biomed. Informatics Ioakeim Perros, Xiaowei Yan, James B. Jones, Jimeng Sun, Walter F. Stewart
2019	A	`conf`	Guaranteed Scalable Learning of Latent Tree Models. UAI Furong Huang, U. N. Niranjan, Ioakeim Perros, Robert Chen, Jimeng Sun, Anima Anandkumar
2019	J	`jnl`	TASTE: Temporal and Static Tensor Factorization for Phenotyping Electronic Health Records. CoRR Ardavan Afshar, Ioakeim Perros, Haesun Park, Christopher deFilippi, Xiaowei Yan, Walter F. Stewart, Joyce C. Ho, Jimeng Sun
2019	J	`jnl`	Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization. J. Biomed. Informatics Ioakeim Perros, Evangelos E. Papalexakis, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun
2018	A	`conf`	COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CIKM Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018	J	`jnl`	COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CoRR Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun
2018	A*	`conf`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. KDD Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2018	J	`jnl`	SUSTain: Scalable Unsupervised Scoring for Tensors and its Application to Phenotyping. CoRR Ioakeim Perros, Evangelos E. Papalexakis, Haesun Park, Richard W. Vuduc, Xiaowei Yan, Christopher deFilippi, Walter F. Stewart, Jimeng Sun
2017	—	`conf`	CP-ORTHO: An Orthogonal Tensor Factorization Framework for Spatio-Temporal Data. SIGSPATIAL/GIS Ardavan Afshar, Joyce C. Ho, Bistra Dilkina, Ioakeim Perros, Elias B. Khalil, Li Xiong, Vaidy S. Sunderam
2017	A	`conf`	Model-Driven Sparse CP Decomposition for Higher-Order Tensors. IPDPS Jiajia Li, Jee Choi, Ioakeim Perros, Jimeng Sun, Richard W. Vuduc
2017	A	`conf`	Polyadic Regression and its Application to Chemogenomics. SDM Ioakeim Perros, Fei Wang, Ping Zhang, Peter B. Walker, Richard W. Vuduc, Jyotishman Pathak, Jimeng Sun
2017	A*	`conf`	SPARTan: Scalable PARAFAC2 for Large & Sparse Data. KDD Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun
2017	J	`jnl`	SPARTan: Scalable PARAFAC2 for Large & Sparse Data. CoRR Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun
2016	—	`conf`	SPALS: Fast Alternating Least Squares via Implicit Leverage Scores Sampling. NIPS Dehua Cheng, Richard Peng, Yan Liu, Ioakeim Perros
2016	J	`jnl`	Sparse Hierarchical Tucker Factorization and its Application to Healthcare. CoRR Ioakeim Perros, Robert Chen, Richard W. Vuduc, Jimeng Sun
2015	A	`conf`	An input-adaptive and in-place approach to dense tensor-times-matrix multiply. SC Jiajia Li, Casey Battaglino, Ioakeim Perros, Jimeng Sun, Richard W. Vuduc
2015	A*	`conf`	Sparse Hierarchical Tucker Factorization and Its Application to Healthcare. ICDM Ioakeim Perros, Robert Chen, Richard W. Vuduc, Jimeng Sun