Výsledky vyhledávání - approximate (statistical OR statistics) dynamic programming algorithm

A Randomized Exchange Algorithm for Computing Optimal Approximate Designs of Experiments Autor Harman, Radoslav, Filová, Lenka, Richtárik, Peter

“…We propose a class of subspace ascent methods for computing optimal approximate designs that covers existing algorithms as well as new and more efficient ones…”
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Approximate dynamic programming methods in Bayesian preference elicitation Autor Fisher, William, Zhang, Qiong, Song, Yongjia

“…Bayesian preference elicitation is a statistical framework which can aid in complex decision making processes such as engineering design by offering preference-informed recommendations to a decision maker (DM…”
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LinearFold: linear-time approximate RNA folding by 5'-to-3' dynamic programming and beam search Autor Huang, Liang, Zhang, He, Deng, Dezhong, Zhao, Kai, Liu, Kaibo, Hendrix, David A, Mathews, David H

“… Existing algorithms [based on dynamic programming] suffer from a major limitation: their runtimes scale cubically with the RNA length, and this slowness limits their use in genome-wide applications…”
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A Bayesian Machine Learning Approach for Optimizing Dynamic Treatment Regimes Autor Murray, Thomas A., Yuan, Ying, Thall, Peter F.

“… These decisions can be formalized as a dynamic treatment regime. This article describes a new approach for optimizing dynamic treatment regimes, which bridges the gap between Bayesian inference and existing approaches, like Q-learning…”
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An Approximate Dynamic Programming Algorithm for Large-Scale Fleet Management: A Case Application Autor Simao, Hugo P, Day, Jeff, George, Abraham P, Gifford, Ted, Nienow, John, Powell, Warren B

“… The goal of the model was not to obtain a better solution but rather to closely match a number of operational statistics…”
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Metropolis-Hastings via Classification Autor Kaji, Tetsuya, Ročková, Veronika

“…) estimators which can be plugged into the Metropolis-Hastings algorithm. The resulting Markov chains generate, at a steady state, samples from an approximate posterior whose asymptotic properties we characterize…”
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Detection of Multiple Structural Breaks in Large Covariance Matrices Autor Li, Yu-Ning, Li, Degui, Fryzlewicz, Piotr

“…This article studies multiple structural breaks in large contemporaneous covariance matrices of high-dimensional time series satisfying an approximate factor model…”
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Selecting the Correct Number of Factors in Approximate Factor Models: The Large Panel Case With Group Bridge Estimators Autor Caner, Mehmet, Han, Xu

“…This article proposes a group bridge estimator to select the correct number of factors in approximate factor models…”
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Online Smooth Backfitting for Generalized Additive Models Autor Yang, Ying, Yao, Fang, Zhao, Peng

“… by the dynamic candidate bandwidth method. We investigate the statistical and algorithmic convergences of the proposed method…”
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Approximate probabilistic analysis of biopathway dynamics Autor Liu, Bing, Hagiescu, Andrei, Palaniappan, Sucheendra K., Chattopadhyay, Bipasa, Cui, Zheng, Wong, Weng-Fai, Thiagarajan, P. S.

“… Since the data available for calibration will have limited precision, an approximate representation of the ODEs dynamics should suffice…”
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New efficient algorithms for multiple change-point detection with reproducing kernels Autor Celisse, A., Marot, G., Pierre-Jean, M., Rigaill, G.J.

“…Several statistical approaches based on reproducing kernels have been proposed to detect abrupt changes arising in the full distribution of the observations and not only in the mean or variance…”
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Bayesian Neural Networks for Selection of Drug Sensitive Genes Autor Liang, Faming, Li, Qizhai, Zhou, Lei

“…Recent advances in high-throughput biotechnologies have provided an unprecedented opportunity for biomarker discovery, which, from a statistical point of view, can be cast as a variable selection problem…”
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Integrated neuro-evolution-based computing solver for dynamics of nonlinear corneal shape model numerically Autor Ahmad, Iftikhar, Raja, Muhammad Asif Zahoor, Ramos, Higinio, Bilal, Muhammad, Shoaib, Muhammad

“…), genetic algorithms (GAs), simulated annealing (SA), active-set technique (AST), interior-point technique, sequential quadratic programming and their hybrid forms based on GA–AST, PS–AST and SA–AST…”
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A dynamic programming algorithm for identification of triplex-forming sequences Autor Lexa, Matej, Martínek, Tomáš, Burgetová, Ivana, Kopeček, Daniel, Brázdová, Marie

“…: We modified an algorithm for detection of approximate palindromes, so as to account for the special nature of triplex DNA structures…”
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Data mining for state space orthogonalization in adaptive dynamic programming Autor Ariyajunya, Bancha, Chen, Ying, Chen, Victoria C.P., Kim, Seoung Bum

“…•A case study addresses multicollinearity between ozone pollution concentrations. Dynamic programming (DP…”
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A Probabilistic Model of Local Sequence Alignment That Simplifies Statistical Significance Estimation Autor Eddy, Sean R.

“…Sequence database searches require accurate estimation of the statistical significance of scores…”
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Bayesian Bootstrap Spike-and-Slab LASSO Autor Nie, Lizhen, Ročková, Veronika

“… Intrigued by the speed of Spike-and-Slab LASSO mode detection, we explore the possibility of sampling from an approximate…”
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Bayesian Regularization for Graphical Models With Unequal Shrinkage Autor Gan, Lingrui, Narisetty, Naveen N., Liang, Feng

“… For fast and efficient computation, an EM algorithm is proposed to compute the MAP estimator of the precision matrix and (approximate…”
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New integer optimization models and an approximate dynamic programming algorithm for the lot-sizing and scheduling problem with sequence-dependent setups Autor Lee, Younsoo, Lee, Kyungsik

“…•An ADP algorithm based on the time-flow model is also proposed.•The proposed algorithm shows computational benefits over the standard MIP solver…”
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ONLINE CAPACITY PLANNING FOR REHABILITATION TREATMENTS: AN APPROXIMATE DYNAMIC PROGRAMMING APPROACH Autor Bikker, Ingeborg A., Mes, Martijn R.K., Sauré, Antoine, Boucherie, Richard J.

“…We study an online capacity planning problem in which arriving patients require a series of appointments at several departments, within a certain access time…”
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