Search Results - "Yen, Chi"

Statistical Inference with Local Optima by Chen, Yen-Chi

“…We study the statistical properties of an estimator derived by applying a gradient ascent method with multiple initializations to a multi-modal likelihood…”
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Density Level Sets: Asymptotics, Inference, and Visualization by Chen, Yen-Chi, Genovese, Christopher R., Wasserman, Larry

“…We study the plug-in estimator for density level sets under Hausdorff loss. We derive asymptotic theory for this estimator, and based on this theory, we…”
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Federated Quantum Machine Learning by Chen, Samuel Yen-Chi, Yoo, Shinjae

“…Distributed training across several quantum computers could significantly improve the training time and if we could share the learned model, not the data, it…”
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Pattern graphs: A graphical approach to nonmonotone missing data by Chen, Yen-Chi

“…We introduce the concept of pattern graphs–directed acyclic graphs representing how response patterns are associated. A pattern graph represents an identifying…”
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AutoSDF: Shape Priors for 3D Completion, Reconstruction and Generation by Mittal, Paritosh, Cheng, Yen-Chi, Singh, Maneesh, Tulsiani, Shubham

“…Powerful priors allow us to perform inference with in-sufficient information. In this paper, we propose an au-toregressive prior for 3D shapes to solve…”
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Skeleton Clustering: Dimension-Free Density-Aided Clustering by Wei, Zeyu, Chen, Yen-Chi

“…We introduce a density-aided clustering method called Skeleton Clustering that can detect clusters in multivariate and even high-dimensional data with…”
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Alignment between Filaments and Galaxy Spins from the MaNGA Integral-field Survey by Krolewski, Alex, Ho, Shirley, Chen, Yen-Chi, Chan, P. F., Tenneti, Ananth, Bizyaev, Dmitry, Kraljic, Katarina

“…Halos and galaxies acquire their angular momentum during the collapse of the surrounding large-scale structure. This process imprints alignments between galaxy…”
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Long-term cardiovascular outcomes in COVID-19 survivors among non-vaccinated population: A retrospective cohort study from the TriNetX US collaborative networks by Wang, Weijie, Wang, Chi-Yen, Wang, Shiow-Ing, Wei, James Cheng-Chung

“…The long-term cardiovascular outcomes in COVID-19 survivors remain largely unclear. The aim of this study was to investigate the long-term cardiovascular…”
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Modal regression using kernel density estimation: A review by Chen, Yen‐Chi

“…We review recent advances in modal regression studies using kernel density estimation. Modal regression is an alternative approach for investigating the…”
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GENERALIZED CLUSTER TREES AND SINGULAR MEASURES by Chen, Yen-Chi

“…In this paper we study the α-cluster tree (α-tree) under both singular and nonsingular measures. The α-tree uses probability contents within a set created by…”
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The Early Results and Validation of FORMOSAT‐7/COSMIC‐2 Space Weather Products: Global Ionospheric Specification and Ne‐Aided Abel Electron Density Profile by Lin, Chi‐Yen, Lin, Charles Chien‐Hung, Liu, Jann‐Yenq, Rajesh, P. K., Matsuo, Tomoko, Chou, Min‐Yang, Tsai, Ho‐Fang, Yeh, Wen‐Hao

“…The FORMOSAT‐7/COSMIC‐2 (F7/C2) satellite mission was launched on 25 June 2019 with six low‐Earth‐orbit satellites and can provide thousands of daily radio…”
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Systematic Analysis of Gene Expression Alterations and Clinical Outcomes for Long-Chain Acyl-Coenzyme A Synthetase Family in Cancer by Chen, Wei-Ching, Wang, Chih-Yang, Hung, Yu-Hsuan, Weng, Tzu-Yang, Yen, Meng-Chi, Lai, Ming-Derg

“…Dysregulated lipid metabolism contributes to cancer progression. Our previous study indicates that long-chain fatty acyl-Co A synthetase (ACSL) 3 is essential…”
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Intrinsic alignments in redMaPPer clusters – I. Central galaxy alignments and angular segregation of satellites by Huang, Hung-Jin, Mandelbaum, Rachel, Freeman, Peter E., Chen, Yen-Chi, Rozo, Eduardo, Rykoff, Eli, Baxter, Eric J.

“…The shapes of cluster central galaxies are not randomly oriented, but rather exhibit coherent alignments with the shapes of their parent clusters as well as…”
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Quantum machine learning with differential privacy by Watkins, William M., Chen, Samuel Yen-Chi, Yoo, Shinjae

“…Quantum machine learning (QML) can complement the growing trend of using learned models for a myriad of classification tasks, from image recognition to natural…”
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Detecting effects of filaments on galaxy properties in the Sloan Digital Sky Survey III by Chen, Yen-Chi, Ho, Shirley, Mandelbaum, Rachel, Bahcall, Neta A, Brownstein, Joel R, Freeman, Peter E, Genovese, Christopher R, Schneider, Donald P, Wasserman, Larry

“…We study the effects of filaments on galaxy properties in the Sloan Digital Sky Survey (SDSS) Data Release 12 using filaments from the 'Cosmic Web…”
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GraphCom: A multidimensional measure of graphic complexity applied to 131 written languages by Chang, Li-Yun, Chen, Yen-Chi, Perfetti, Charles A.

“…We report a new multidimensional measure of visual complexity (GraphCom) that captures variability in the complexity of graphs within and across writing…”
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Organic‐Inorganic Phenolic/POSS Hybrids Provide Highly Ordered Mesoporous Structures Templated by High Thermal Stability of PS‐b‐P4VP Diblock Copolymer by Chou, Ting‐Chih, Chen, Wei‐Cheng, Mohamed, Mohamed Gamal, Huang, Yen‐Chi, Kuo, Shiao‐Wei

“…Anionic living polymerization was used to prepare a diblock copolymer of poly(styrene‐b‐4‐vinyl pyridine) (PS‐b‐P4VP), and a phenolic resin with a…”
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Optimizing quantum noise-induced reservoir computing for nonlinear and chaotic time series prediction by Fry, Daniel, Deshmukh, Amol, Chen, Samuel Yen-Chi, Rastunkov, Vladimir, Markov, Vanio

“…Quantum reservoir computing is strongly emerging for sequential and time series data prediction in quantum machine learning. We make advancements to the…”
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Detecting galaxy–filament alignments in the Sloan Digital Sky Survey III by Chen, Yen-Chi, Ho, Shirley, Blazek, Jonathan, He, Siyu, Mandelbaum, Rachel, Melchior, Peter, Singh, Sukhdeep

“…Abstract Previous studies have shown the filamentary structures in the cosmic web influence the alignments of nearby galaxies. We study this effect in the LOWZ…”
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Foundations of Quantum Federated Learning Over Classical and Quantum Networks by Chehimi, Mahdi, Chen, Samuel Yen-Chi, Saad, Walid, Towsley, Don, Debbah, Merouane

“…Quantum federated learning (QFL) is a novel framework that integrates the advantages of classical federated learning (FL) with the computational power of…”
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