Search Results - "Demirkaya, Emre"

RANK: Large-Scale Inference With Graphical Nonlinear Knockoffs by Fan, Yingying, Demirkaya, Emre, Li, Gaorong, Lv, Jinchi

“…Power and reproducibility are key to enabling refined scientific discoveries in contemporary big data applications with general high-dimensional nonlinear…”
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Supercritical water depolymerization of black liquor, refining and comprehensive analysis of products including biopolyols by Demirkaya, Emre, Cocero, María José, Cantero, Danilo

“…Black liquor (BL) has valuable lignin and its derived compounds, which can be used for many purposes, such as polyol synthesis. Herein, we reveal polyols…”
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Liquefaction of waste hazelnut shell by using sub- and supercritical solvents as a reaction medium by Demirkaya, Emre, Dal, Orkan, Yüksel, Aslı

“…[Display omitted] •Hazelnut shell was liquified in ethanol-acetone mixtures.•Synergetic effect of the solvents provides higher bio-oil yield.•Temperature,…”
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Large-scale model selection in misspecified generalized linear models by Demirkaya, Emre, Feng, Yang, Basu, Pallavi, Lv, Jinchi

“…Summary Model selection is crucial both to high-dimensional learning and to inference for contemporary big data applications in pinpointing the best set of…”
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Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors by Demirkaya, Emre, Fan, Yingying, Gao, Lan, Lv, Jinchi, Vossler, Patrick, Wang, Jingbo

“…The weighted nearest neighbors (WNN) estimator has been popularly used as a flexible and easy-to-implement nonparametric tool for mean regression estimation…”
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A feasibility study on green biorefinery of high lignin content agro-food industry waste through supercritical water treatment by Adamovic, Tijana, Tarasov, Dmitry, Demirkaya, Emre, Balakshin, Mikhail, Cocero, Maria José

“…This work discusses hydrolysis of defatted grape in supercritical water (SCW) at 380 °C and 260 bar from 0.18 s to 1 s focusing attention to sugars recovery in…”
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Catalytic Methanol Combustion by Demirkaya, Emre

“…Throughout this study, the major goal is to analyze the product distribution of methanol combustion at different reaction conditions, such as, varying space…”
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Nonuniformity of P-values Can Occur Early in Diverging Dimensions by Fan, Yingying, Demirkaya, Emre, Lv, Jinchi

“…Evaluating the joint significance of covariates is of fundamental importance in a wide range of applications. To this end, p-values are frequently employed and…”
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Large-Scale Model Selection with Misspecification by Demirkaya, Emre, Feng, Yang, Basu, Pallavi, Lv, Jinchi

“…Model selection is crucial to high-dimensional learning and inference for contemporary big data applications in pinpointing the best set of covariates among a…”
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RANK: Large-Scale Inference with Graphical Nonlinear Knockoffs by Fan, Yingying, Demirkaya, Emre, Li, Gaorong, Lv, Jinchi

“…Power and reproducibility are key to enabling refined scientific discoveries in contemporary big data applications with general high-dimensional nonlinear…”
Get full text

Optimal Nonparametric Inference with Two-Scale Distributional Nearest Neighbors by Demirkaya, Emre, Fan, Yingying, Gao, Lan, Lv, Jinchi, Vossler, Patrick, Wang, Jingbo

“…The weighted nearest neighbors (WNN) estimator has been popularly used as a flexible and easy-to-implement nonparametric tool for mean regression estimation…”
Get full text