Search results for "nonparametric"

Hits ?▲	Authors	Title	Venue	Year	Link
10	Bopeng Fang, Shifeng Chen, Zhurong Dong	Density Distillation for Fast Nonparametric Density Estimation.	IEEE Trans. Neural Networks Learn. Syst.	2023	DBLP DOI BibTeX RDF
10	Liu He, Yuanguo Zhu, Yajing Gu	Nonparametric estimation for uncertain differential equations.	Fuzzy Optim. Decis. Mak.	2023	DBLP DOI BibTeX RDF
10	Lingfei Song, Hua Huang 0001	Simultaneous Destriping and Image Denoising Using a Nonparametric Model With the EM Algorithm.	IEEE Trans. Image Process.	2023	DBLP DOI BibTeX RDF
10	Lihui Lin, Yanghui Rao, Haoran Xie 0001, Raymond Y. K. Lau, Jian Yin 0001, Fu Lee Wang, Qing Li 0001	Copula Guided Parallel Gibbs Sampling for Nonparametric and Coherent Topic Discovery (Extended Abstract).	ICDE	2023	DBLP DOI BibTeX RDF
10	Dusan Agrez	Nonparametric Frequency Estimation Below Two Signal Periods Using Two Windows and DFT.	I2MTC	2023	DBLP DOI BibTeX RDF
10	Sashank Pisupati, Isabel M. Berwian, Jamie Chiu, Yongjing Ren, Yael Niv	Human inductive biases for aversive continual learning - a hierarchical Bayesian nonparametric model.	CoLLAs	2023	DBLP BibTeX RDF
10	Sahra Ghalebikesabi, Chris C. Holmes, Edwin Fong, Brieuc Lehmann	Quasi-Bayesian nonparametric density estimation via autoregressive predictive updates.	UAI	2023	DBLP BibTeX RDF
10	Sunrit Chakraborty, Aritra Guha, Rayleigh Lei, XuanLong Nguyen	Scalable nonparametric Bayesian learning for dynamic velocity fields.	UAI	2023	DBLP BibTeX RDF
10	Miroslaw Pawlak, Mateusz Pabian, Dominik Rzepka	Asymptotically Optimal Nonparametric Classification Rules for Spike Train Data.	ICASSP	2023	DBLP DOI BibTeX RDF
10	Víctor Martínez-Cagigal, Eduardo Santamaría-Vázquez, Sergio Pérez-Velasco, Diego Marcos-Martínez, Selene Moreno-Calderón, Roberto Hornero	Nonparametric Early Stopping Detection for c-VEP-based Brain-Computer Interfaces: A Pilot Study.	EMBC	2023	DBLP DOI BibTeX RDF
10	Fedor Noskov, Alexander Fishkov, Maxim Panov	Selective Nonparametric Regression via Testing.	ACML	2023	DBLP BibTeX RDF
10	Xiaotao Ren, Wenxiao Zhao, Jinwu Gao	New Approach to Variable Selection for Nonparametric Nonlinear Systems*.	CDC	2023	DBLP DOI BibTeX RDF
10	Chih-Yuan Chiu, Kshitij Kulkarni, Shankar Sastry 0001	Towards Dynamic Causal Discovery with Rare Events: A Nonparametric Conditional Independence Test.	CDC	2023	DBLP DOI BibTeX RDF
10	Verena Häberle, Linbin Huang, Xiuqiang He 0002, Eduardo Prieto-Araujo, Roy S. Smith, Florian Dörfler	MIMO Grid Impedance Identification of Three-Phase Power Systems: Parametric vs. Nonparametric Approaches.	CDC	2023	DBLP DOI BibTeX RDF
10	Hussein Al-Bazzaz, Kumar Prabhakaran Saravanakumar, Manar Amayri, Nizar Bouguila	Refining Nonparametric Mixture Models with Explainability for Smart Building Applications.	SMC	2023	DBLP DOI BibTeX RDF
10	Myeongjong Kang	Positive Definite Nonparametric Regression using an Evolutionary Algorithm with Application to Covariance Function Estimation.	GECCO	2023	DBLP DOI BibTeX RDF
10	Yanqiu Ruan, Xiaobo Li 0002, Karthyek Murthy, Karthik Natarajan	A Nonparametric Approach with Marginals for Modeling Consumer Choice.	EC	2023	DBLP DOI BibTeX RDF
10	Ali Aouad, Will Ma	A Nonparametric Framework for Online Stochastic Matching with Correlated Arrivals.	EC	2023	DBLP DOI BibTeX RDF
10	Chady Ghnatios	First Steps in Probabilistic Hybrid Twin Extrapolation Based on Nonparametric Probabilistic Method and Machine Learning Algorithms.	ACTEA	2023	DBLP DOI BibTeX RDF
10	Melika Behjati, Fabio Fehr, James Henderson 0001	Learning to Abstract with Nonparametric Variational Information Bottleneck.	EMNLP (Findings)	2023	DBLP DOI BibTeX RDF
10	Yibo Jiang, Bryon Aragam	Learning Nonparametric Latent Causal Graphs with Unknown Interventions.	NeurIPS	2023	DBLP BibTeX RDF
10	Shang Liu, Zhongze Cai, Xiaocheng Li	Distribution-Free Model-Agnostic Regression Calibration via Nonparametric Methods.	NeurIPS	2023	DBLP BibTeX RDF
10	David Liu, Máté Lengyel	Bayesian nonparametric (non-)renewal processes for analyzing neural spike train variability.	NeurIPS	2023	DBLP BibTeX RDF
10	Julius von Kügelgen, Michel Besserve, Wendong Liang, Luigi Gresele, Armin Kekic, Elias Bareinboim, David M. Blei, Bernhard Schölkopf	Nonparametric Identifiability of Causal Representations from Unknown Interventions.	NeurIPS	2023	DBLP BibTeX RDF
10	Chen Zhang, Xiaofeng Cao 0002, Weiyang Liu, Ivor W. Tsang, James T. Kwok	Nonparametric Teaching for Multiple Learners.	NeurIPS	2023	DBLP BibTeX RDF
10	Scott Alexander Cameron, Arnu Pretorius, Stephen J. Roberts	Nonparametric Boundary Geometry in Physics Informed Deep Learning.	NeurIPS	2023	DBLP BibTeX RDF
10	Joe Suk, Samory Kpotufe	Tracking Most Significant Shifts in Nonparametric Contextual Bandits.	NeurIPS	2023	DBLP BibTeX RDF
10	Alan Wang, Minh Nguyen 0002, Mert R. Sabuncu	Learning Invariant Representations with a Nonparametric Nadaraya-Watson Head.	NeurIPS	2023	DBLP BibTeX RDF
10	Wai Ming Tai, Bryon Aragam	Tight Bounds on the Hardness of Learning Simple Nonparametric Mixtures.	COLT	2023	DBLP BibTeX RDF
10	Arina Odnoblyudova, Caglar Hizli, St John, Andrea Cognolato, Anne Juuti, Simo Särkkä, Kirsi Pietiläinen, Pekka Marttinen	Nonparametric modeling of the composite effect of multiple nutrients on blood glucose dynamics.	ML4H@NeurIPS	2023	DBLP BibTeX RDF
10	Grzegorz Mzyk	Tracking Optimization in Nonparametric Identification of Time-Varying Nonlinear Systems.	PCC (2)	2023	DBLP DOI BibTeX RDF
10	Xiang Ji, Minshuo Chen, Mengdi Wang, Tuo Zhao	Sample Complexity of Nonparametric Off-Policy Evaluation on Low-Dimensional Manifolds using Deep Networks.	ICLR	2023	DBLP BibTeX RDF
10	James Henderson 0001, Fabio Fehr	A VAE for Transformers with Nonparametric Variational Information Bottleneck.	ICLR	2023	DBLP BibTeX RDF
10	Kaiqi Zhang 0002, Yu-Xiang Wang 0003	Deep Learning meets Nonparametric Regression: Are Weight-Decayed DNNs Locally Adaptive?	ICLR	2023	DBLP BibTeX RDF
10	Yujia Zheng, Ignavier Ng, Yewen Fan, Kun Zhang 0001	Generalized Precision Matrix for Scalable Estimation of Nonparametric Markov Networks.	ICLR	2023	DBLP BibTeX RDF
10	Ian Waudby-Smith, Zhiwei Steven Wu, Aaditya Ramdas	Nonparametric Extensions of Randomized Response for Private Confidence Sets.	ICML	2023	DBLP BibTeX RDF
10	Alessio Mazzetto, Eli Upfal	Nonparametric Density Estimation under Distribution Drift.	ICML	2023	DBLP BibTeX RDF
10	Zixuan Zhang, Minshuo Chen, Mengdi Wang, Wenjing Liao, Tuo Zhao	Effective Minkowski Dimension of Deep Nonparametric Regression: Function Approximation and Statistical Theories.	ICML	2023	DBLP BibTeX RDF
10	Chen Zhang, Xiaofeng Cao 0002, Weiyang Liu, Ivor W. Tsang, James T. Kwok	Nonparametric Iterative Machine Teaching.	ICML	2023	DBLP BibTeX RDF
10	Chao Du, Tianbo Li, Tianyu Pang, Shuicheng Yan, Min Lin	Nonparametric Generative Modeling with Conditional Sliced-Wasserstein Flows.	ICML	2023	DBLP BibTeX RDF
10	Thomas M. McDonald 0001, Magnus Ross, Michael T. Smith 0003, Mauricio A. Álvarez	Nonparametric Gaussian Process Covariances via Multidimensional Convolutions.	AISTATS	2023	DBLP BibTeX RDF
10	Kush Bhatia, Wenshuo Guo, Jacob Steinhardt	Reward Learning as Doubly Nonparametric Bandits: Optimal Design and Scaling Laws.	AISTATS	2023	DBLP BibTeX RDF
10	Rong Tang, Yun Yang	Minimax Nonparametric Two-Sample Test under Adversarial Losses.	AISTATS	2023	DBLP BibTeX RDF
10	Shashank Singh 0011	Nonparametric Indirect Active Learning.	AISTATS	2023	DBLP BibTeX RDF
10	Yirui Liu, Xinghao Qiao, Liying Wang, Jessica Lam	EEGNN: Edge Enhanced Graph Neural Network with a Bayesian Nonparametric Graph Model.	AISTATS	2023	DBLP BibTeX RDF
10	Xiangyu Sun, Oliver Schulte, Guiliang Liu, Pascal Poupart	NTS-NOTEARS: Learning Nonparametric DBNs With Prior Knowledge.	AISTATS	2023	DBLP BibTeX RDF
10	Hyunji Lee, JaeYoung Kim, Hoyeon Chang, Hanseok Oh, Sohee Yang, Vladimir Karpukhin, Yi Lu, Minjoon Seo	Nonparametric Decoding for Generative Retrieval.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
10	Ashjan Alsulaimani, Erwan Moreau	Improving Diachronic Word Sense Induction with a Nonparametric Bayesian method.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
10	Sewon Min, Weijia Shi, Mike Lewis, Xilun Chen 0002, Wen-tau Yih, Hannaneh Hajishirzi, Luke Zettlemoyer	Nonparametric Masked Language Modeling.	ACL (Findings)	2023	DBLP DOI BibTeX RDF
10	Balázs Csanád Csáji, Bálint Horváth	Nonparametric, Nonasymptotic Confidence Bands With Paley-Wiener Kernels for Band-Limited Functions.	IEEE Control. Syst. Lett.	2022	DBLP DOI BibTeX RDF
10	Yi-Chun Chen, Velibor V. Misic	Decision Forest: A Nonparametric Approach to Modeling Irrational Choice.	Manag. Sci.	2022	DBLP DOI BibTeX RDF
10	Anh Tuan Bui, Daniel W. Apley	Analyzing Nonparametric Part-to-Part Variation in Surface Point Cloud Data.	Technometrics	2022	DBLP DOI BibTeX RDF
10	Zhunxuan Wang, Linyun He, Chunchuan Lyu, Shay B. Cohen	Nonparametric Learning of Two-Layer ReLU Residual Units.	Trans. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Yongqiao Wang, He Ni	Shape-constrained nonparametric estimation of the term structure of interest rates.	J. Intell. Fuzzy Syst.	2022	DBLP DOI BibTeX RDF
10	Adam Rauff, Lucas H. Timmins, Ross T. Whitaker, Jeffrey A. Weiss	A Nonparametric Approach for Estimating Three-Dimensional Fiber Orientation Distribution Functions (ODFs) in Fibrous Materials.	IEEE Trans. Medical Imaging	2022	DBLP DOI BibTeX RDF
10	Zhiyong Li 0011, Chen Feng, Ying Tang	Bank efficiency and failure prediction: a nonparametric and dynamic model based on data envelopment analysis.	Ann. Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Alda Henriques, Milton Fontes, Ana S. Camanho, Giovanna D'Inverno, Pedro Amorim, Jaime Gabriel Silva	Performance evaluation of problematic samples: a robust nonparametric approach for wastewater treatment plants.	Ann. Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Nicholas M. Boffi, Stephen Tu, Jean-Jacques E. Slotine	Nonparametric adaptive control and prediction: theory and randomized algorithms.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Oscar Hernan Madrid Padilla, Yi Yu, Carey E. Priebe	Change point localization in dependent dynamic nonparametric random dot product graphs.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Yang Zhou, Mark Koudstaal, Dengdeng Yu, Dehan Kong, Fang Yao	Nonparametric Principal Subspace Regression.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Hao Dong, Yuedong Wang	Nonparametric Neighborhood Selection in Graphical Models.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Kweku Abraham, Ismael Castillo, Elisabeth Gassiat	Multiple Testing in Nonparametric Hidden Markov Models: An Empirical Bayes Approach.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
10	Zhen He, Yuan Gao, Liang Qu, Zhiqiong Wang	A nonparametric CUSUM scheme for monitoring multivariate time-between-events-and-amplitude data with application to automobile painting.	Int. J. Prod. Res.	2022	DBLP DOI BibTeX RDF
10	Jeremy Walker, Cristian Poliziani, Cristina Tortora, Joerg Schweizer, Federico Rupi	Nonparametric Regression Analysis of Cyclist Waiting Times across Three Behavioral Typologies.	ISPRS Int. J. Geo Inf.	2022	DBLP DOI BibTeX RDF
10	Mehrnoosh Omati, Mahmod Reza Sahebi, Hossein Aghababaei	Evaluation of Nonparametric SAR Tomography Methods for Urban Building Reconstruction.	IEEE Geosci. Remote. Sens. Lett.	2022	DBLP DOI BibTeX RDF
10	Qingxin Meng 0002, Keli Xiao, Dazhong Shen, Hengshu Zhu, Hui Xiong 0001	Fine-Grained Job Salary Benchmarking with a Nonparametric Dirichlet Process-Based Latent Factor Model.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
10	Dongwook Shin, Mark Broadie, Assaf Zeevi	Practical Nonparametric Sampling Strategies for Quantile-Based Ordinal Optimization.	INFORMS J. Comput.	2022	DBLP DOI BibTeX RDF
10	Paula Saavedra-Nieves, Rosa M. Crujeiras	HDiR: An R Package for Computation and Nonparametric Plug-in Estimation of Directional Highest Density Regions and General Level Sets.	R J.	2022	DBLP DOI BibTeX RDF
10	Umberto Amato, Anestis Antoniadis, Italia De Feis, Irène Gijbels	Wavelet-based robust estimation and variable selection in nonparametric additive models.	Stat. Comput.	2022	DBLP DOI BibTeX RDF
10	Margit Sommersguter-Reichmann	Health care quality in nonparametric efficiency studies: a review.	Central Eur. J. Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Faïrouz Afroun, Djamil Aïssani, Djamel Hamadouche	Nonparametric approximation of the characteristics of the D/G/1 queue with finite capacity.	Int. J. Comput. Sci. Math.	2022	DBLP DOI BibTeX RDF
10	Pier Giovanni Bissiri, Galatia Cleanthous, Xavier Emery, Bernardo Nipoti, Emilio Porcu	Nonparametric Bayesian modelling of longitudinally integrated covariance functions on spheres.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
10	Xiaojun Mao, Liuhua Peng, Zhonglei Wang	Nonparametric feature selection by random forests and deep neural networks.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
10	Yue Wang, Yan Zhou, Rui Li, Heng Lian	Sparse high-dimensional semi-nonparametric quantile regression in a reproducing kernel Hilbert space.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
10	Riko Kelter	Power analysis and type I and type II error rates of Bayesian nonparametric two-sample tests for location-shifts based on the Bayes factor under Cauchy priors.	Comput. Stat. Data Anal.	2022	DBLP DOI BibTeX RDF
10	Utku Kaya, Mehmet Fidan	Parametric and nonparametric correlation ranking based supervised feature selection methods for skin segmentation.	J. Ambient Intell. Humaniz. Comput.	2022	DBLP DOI BibTeX RDF
10	Jenny Farmer, Donald J. Jacobs	MATLAB tool for probability density assessment and nonparametric estimation.	SoftwareX	2022	DBLP DOI BibTeX RDF
10	Zhongjie He, Jianning Li	Barrier Robust Iterative Learning Control for Nonlinear Systems With Both Nonparametric Uncertainties and Time-Iteration-Varying Parametric Uncertainties Under Alignment Condition.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Martin Dodek, Eva Miklovièová, Marián Tárník	Correlation Method for Identification of a Nonparametric Model of Type 1 Diabetes.	IEEE Access	2022	DBLP DOI BibTeX RDF
10	Qingping Xue	The Improved Nonparametric Regression Model for the IoT Link Load Balancing Control Algorithm.	J. Sensors	2022	DBLP DOI BibTeX RDF
10	Qiongzhen Mei, Fei Wang	Robust Refinement of Built-in Network Information System Based on Nonparametric Density Estimation.	J. Sensors	2022	DBLP DOI BibTeX RDF
10	Jinbo Huang, Yong Li, Haixiang Yao	Nonparametric mean-lower partial moment model and enhanced index investment.	Comput. Oper. Res.	2022	DBLP DOI BibTeX RDF
10	Vikash Kumar, Subrata Mukherjee, Alok Kumar Verma, Somnath Sarangi	An AI-Based Nonparametric Filter Approach for Gearbox Fault Diagnosis.	IEEE Trans. Instrum. Meas.	2022	DBLP DOI BibTeX RDF
10	Qin Zhou, Peihua Qiu	Phase I monitoring of serially correlated nonparametric profiles by mixed-effects modeling.	Qual. Reliab. Eng. Int.	2022	DBLP DOI BibTeX RDF
10	Jinglai Sun, Fan Wang, Zequan Li, Darui Ren, Mingyuan Yu	A new hybrid copula-based nonparametric Bayesian model for risk assessments of water inrush.	Qual. Reliab. Eng. Int.	2022	DBLP DOI BibTeX RDF
10	Xifang Sun, Donglin Wang, Jiaqiang Zhu, Shiquan Sun	A novel nonparametric computational strategy for identifying differential methylation regions.	BMC Bioinform.	2022	DBLP DOI BibTeX RDF
10	Xueping Hu, Jingya Wang, Liuliu Wang, Keming Yu	K-Nearest Neighbor Estimation of Functional Nonparametric Regression Model under NA Samples.	Axioms	2022	DBLP DOI BibTeX RDF
10	Gerardo Sánchez Licea	A Straightforward Sufficiency Proof for a Nonparametric Problem of Bolza in the Calculus of Variations.	Axioms	2022	DBLP DOI BibTeX RDF
10	Juha Karvonen, Alexandru Gegiuc, Tuomas Niskanen, Anni Montonen, Jorgen Buus-Hinkler, Eero Rinne	Iceberg Detection in Dual-Polarized C-Band SAR Imagery by Segmentation and Nonparametric CFAR (SnP-CFAR).	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Sheng Wang, Ka-Veng Yuen, Xiaofeng Yang 0002, Biao Zhang 0001	A Nonparametric Tropical Cyclone Wind Speed Estimation Model Based on Dual-Polarization SAR Observations.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Theresa Moore, John Paden, Carl Leuschen, Fernando Rodriguez-Morales	Nonparametric Array Manifold Calibration for Ice Sheet Tomography.	IEEE Trans. Geosci. Remote. Sens.	2022	DBLP DOI BibTeX RDF
10	Riccardo Corradin, Luca Danese, Andrea Ongaro	Bayesian nonparametric change point detection for multivariate time series with missing observations.	Int. J. Approx. Reason.	2022	DBLP DOI BibTeX RDF
10	Solomon W. Harrar, Yan Xu	Nonparametric Tests for Multivariate Association.	Symmetry	2022	DBLP DOI BibTeX RDF
10	Bin Liu 0024, Meiling Huo, Jing Xu, Xueying Cui, Xiufeng Xie	Mean Remaining Strength Estimation of Multi-State System Based on Nonparametric Bayesian Method.	Symmetry	2022	DBLP DOI BibTeX RDF
10	Idhia Sriliana, I Nyoman Budiantara, Vita Ratnasari	A Truncated Spline and Local Linear Mixed Estimator in Nonparametric Regression for Longitudinal Data and Its Application.	Symmetry	2022	DBLP DOI BibTeX RDF
10	Xiaoli Kong, Alejandro Villasante-Tezanos, Solomon W. Harrar	Generalized Nonparametric Composite Tests for High-Dimensional Data.	Symmetry	2022	DBLP DOI BibTeX RDF
10	Ly-Inn Chung, Tsair-Chuan Lin, Chun-Chao Wang	Semirecursive nonparametric algorithms for Hammerstein systems with stochastic autocorrelated input.	Int. J. Syst. Sci.	2022	DBLP DOI BibTeX RDF
10	Changrun Chen, Weichao Xu, Yijin Pan, Huiling Zhu, Jiangzhou Wang	A Nonparametric Approach to Signal Detection in Non-Gaussian Noise.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
10	Prabhu Babu, Petre Stoica	Multiple Hypothesis Testing-Based Cepstrum Thresholding for Nonparametric Spectral Estimation.	IEEE Signal Process. Lett.	2022	DBLP DOI BibTeX RDF
10	Joohyun Park, Younggun Cho, Young-Sik Shin	Nonparametric Background Model-Based LiDAR SLAM in Highly Dynamic Urban Environments.	IEEE Trans. Intell. Transp. Syst.	2022	DBLP DOI BibTeX RDF