Journal articles on the topic 'Variational bayes methods'
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Park, Mijung, James Foulds, Kamalika Chaudhuri, and Max Welling. "Variational Bayes In Private Settings (VIPS)." Journal of Artificial Intelligence Research 68 (May 5, 2020): 109–57. http://dx.doi.org/10.1613/jair.1.11763.
Full textKaji, Daisuke, and Sumio Watanabe. "Two design methods of hyperparameters in variational Bayes learning for Bernoulli mixtures." Neurocomputing 74, no. 11 (May 2011): 2002–7. http://dx.doi.org/10.1016/j.neucom.2010.06.027.
Full textNakajima, Shinichi, and Sumio Watanabe. "Variational Bayes Solution of Linear Neural Networks and Its Generalization Performance." Neural Computation 19, no. 4 (April 2007): 1112–53. http://dx.doi.org/10.1162/neco.2007.19.4.1112.
Full textMA, ZHANYU, and ANDREW E. TESCHENDORFF. "A VARIATIONAL BAYES BETA MIXTURE MODEL FOR FEATURE SELECTION IN DNA METHYLATION STUDIES." Journal of Bioinformatics and Computational Biology 11, no. 04 (July 16, 2013): 1350005. http://dx.doi.org/10.1142/s0219720013500054.
Full textSvensson, Valentine, Adam Gayoso, Nir Yosef, and Lior Pachter. "Interpretable factor models of single-cell RNA-seq via variational autoencoders." Bioinformatics 36, no. 11 (March 16, 2020): 3418–21. http://dx.doi.org/10.1093/bioinformatics/btaa169.
Full textYuan, Ke, Mark Girolami, and Mahesan Niranjan. "Markov Chain Monte Carlo Methods for State-Space Models with Point Process Observations." Neural Computation 24, no. 6 (June 2012): 1462–86. http://dx.doi.org/10.1162/neco_a_00281.
Full textZhao, Yuexuan, and Jing Huang. "Dirichlet Process Prior for Student’s t Graph Variational Autoencoders." Future Internet 13, no. 3 (March 16, 2021): 75. http://dx.doi.org/10.3390/fi13030075.
Full textShapovalova, Yuliya. "“Exact” and Approximate Methods for Bayesian Inference: Stochastic Volatility Case Study." Entropy 23, no. 4 (April 15, 2021): 466. http://dx.doi.org/10.3390/e23040466.
Full textBresson, Georges, Anoop Chaturvedi, Mohammad Arshad Rahman, and Shalabh. "Seemingly unrelated regression with measurement error: estimation via Markov Chain Monte Carlo and mean field variational Bayes approximation." International Journal of Biostatistics 17, no. 1 (September 21, 2020): 75–97. http://dx.doi.org/10.1515/ijb-2019-0120.
Full textTichý, Ondřej, and Václav Smídl. "Estimation of input function from dynamic PET brain data using Bayesian blind source separation." Computer Science and Information Systems 12, no. 4 (2015): 1273–87. http://dx.doi.org/10.2298/csis141201051t.
Full textTakiyama, Ken, and Masato Okada. "Detection of Hidden Structures in Nonstationary Spike Trains." Neural Computation 23, no. 5 (May 2011): 1205–33. http://dx.doi.org/10.1162/neco_a_00109.
Full textDeleforge, Antoine, Florence Forbes, and Radu Horaud. "Acoustic Space Learning for Sound-Source Separation and Localization on Binaural Manifolds." International Journal of Neural Systems 25, no. 01 (January 6, 2015): 1440003. http://dx.doi.org/10.1142/s0129065714400036.
Full textMilosevic, Sara, Philipp Frank, Reimar H. Leike, Ancla Müller, and Torsten A. Enßlin. "Bayesian decomposition of the Galactic multi-frequency sky using probabilistic autoencoders." Astronomy & Astrophysics 650 (June 2021): A100. http://dx.doi.org/10.1051/0004-6361/202039435.
Full textTichý, Ondřej, Václav Šmídl, Radek Hofman, and Andreas Stohl. "LS-APC v1.0: a tuning-free method for the linear inverse problem and its application to source-term determination." Geoscientific Model Development 9, no. 11 (November 25, 2016): 4297–311. http://dx.doi.org/10.5194/gmd-9-4297-2016.
Full textYue, Zongsheng, Deyu Meng, Yongqing Sun, and Qian Zhao. "Hyperspectral Image Restoration under Complex Multi-Band Noises." Remote Sensing 10, no. 10 (October 14, 2018): 1631. http://dx.doi.org/10.3390/rs10101631.
Full textSun, Yang, Jungang Yang, Miao Li, and Wei An. "Infrared Small-Faint Target Detection Using Non-i.i.d. Mixture of Gaussians and Flux Density." Remote Sensing 11, no. 23 (November 28, 2019): 2831. http://dx.doi.org/10.3390/rs11232831.
Full textSoleimani, Hossein, and David J. Miller. "Semisupervised, Multilabel, Multi-Instance Learning for Structured Data." Neural Computation 29, no. 4 (April 2017): 1053–102. http://dx.doi.org/10.1162/neco_a_00939.
Full textAlhalaseh, Rania, and Suzan Alasasfeh. "Machine-Learning-Based Emotion Recognition System Using EEG Signals." Computers 9, no. 4 (November 30, 2020): 95. http://dx.doi.org/10.3390/computers9040095.
Full textHolota, P. "Variational methods in geoid determination and function bases." Physics and Chemistry of the Earth, Part A: Solid Earth and Geodesy 24, no. 1 (January 1999): 3–14. http://dx.doi.org/10.1016/s1464-1895(98)00003-9.
Full textPös, Ondrej, Jan Radvanszky, Jakub Styk, Zuzana Pös, Gergely Buglyó, Michal Kajsik, Jaroslav Budis, Bálint Nagy, and Tomas Szemes. "Copy Number Variation: Methods and Clinical Applications." Applied Sciences 11, no. 2 (January 16, 2021): 819. http://dx.doi.org/10.3390/app11020819.
Full textCao, Xiao-Qun, Ya-Nan Guo, Shi-Cheng Hou, Cheng-Zhuo Zhang, and Ke-Cheng Peng. "Variational Principles for Two Kinds of Coupled Nonlinear Equations in Shallow Water." Symmetry 12, no. 5 (May 22, 2020): 850. http://dx.doi.org/10.3390/sym12050850.
Full textAprizal, Yarza, Rabin Ibnu Zainal, and Afriyudi Afriyudi. "Perbandingan Metode Backpropagation dan Learning Vector Quantization (LVQ) Dalam Menggali Potensi Mahasiswa Baru di STMIK PalComTech." MATRIK : Jurnal Manajemen, Teknik Informatika dan Rekayasa Komputer 18, no. 2 (May 30, 2019): 294–301. http://dx.doi.org/10.30812/matrik.v18i2.387.
Full textLevsen, N. D., D. J. Crawford, J. K. Archibald, A. Santos-Geurra, and M. E. Mort. "Nei's to Bayes': comparing computational methods and genetic markers to estimate patterns of genetic variation in Tolpis (Asteraceae)." American Journal of Botany 95, no. 11 (October 8, 2008): 1466–74. http://dx.doi.org/10.3732/ajb.0800091.
Full textNorberg, Ragnar. "Linear Estimation and Credibility in Continuous Time." ASTIN Bulletin 22, no. 2 (November 1992): 149–65. http://dx.doi.org/10.2143/ast.22.2.2005112.
Full textJoshi, Sarang C., Michael I. Miller, and Ulf Grenander. "On the Geometry and Shape of Brain Sub-Manifolds." International Journal of Pattern Recognition and Artificial Intelligence 11, no. 08 (December 1997): 1317–43. http://dx.doi.org/10.1142/s0218001497000615.
Full textWang, Yaguang, Xiaoming Liu, Zhiqing Xie, Huimin Wang, Wei Zhang, and Yang Xue. "Rapid Evaluation of the Pozzolanic Activity of Bayer Red Mud by a Polymerization Degree Method: Correlations with Alkali Dissolution of (Si+Al) and Strength." Materials 14, no. 19 (September 24, 2021): 5546. http://dx.doi.org/10.3390/ma14195546.
Full textJakubus, Monika, Mirosław Krzyśko, Waldemar Wołyński, and Małgorzata Graczyk. "The mineralization effect of wheat straw on soil properties described by MFPC analysis and other methods." Biometrical Letters 53, no. 2 (December 1, 2016): 133–47. http://dx.doi.org/10.1515/bile-2016-0010.
Full textSherif, Fayroz F., Nourhan Zayed, and Mahmoud Fakhr. "Discovering Alzheimer Genetic Biomarkers Using Bayesian Networks." Advances in Bioinformatics 2015 (August 23, 2015): 1–8. http://dx.doi.org/10.1155/2015/639367.
Full textBall, Vaughn, Luis Tenorio, Christian Schiøtt, Michelle Thomas, and J. P. Blangy. "Three-term amplitude-variation-with-offset projections." GEOPHYSICS 83, no. 5 (September 1, 2018): N51—N65. http://dx.doi.org/10.1190/geo2017-0763.1.
Full textVynnykov, Yuriy, Muhlis Hajiyev, Aleksej Aniskin, and Irina Miroshnychenko. "Improvement of settlement calculations of building foundations by increasing the reliability of determining soil compressibility indices." ACADEMIC JOURNAL Series: Industrial Machine Building, Civil Engineering 1, no. 52 (July 5, 2019): 115–23. http://dx.doi.org/10.26906/znp.2019.52.1684.
Full textMyers, Ransom A., Brian R. MacKenzie, Keith G. Bowen, and Nicholas J. Barrowman. "What is the carrying capacity for fish in the ocean? A meta-analysis of population dynamics of North Atlantic cod." Canadian Journal of Fisheries and Aquatic Sciences 58, no. 7 (July 1, 2001): 1464–76. http://dx.doi.org/10.1139/f01-082.
Full textWang, C. R., J. F. Gao, Q. C. Chang, F. C. Zou, Q. Zhao, and X. Q. Zhu. "Sequence variability in four mitochondrial genes among Bunostomum trigonocephalum isolates from four provinces in China." Journal of Helminthology 87, no. 4 (October 15, 2012): 416–21. http://dx.doi.org/10.1017/s0022149x12000570.
Full textEt.al, Madeline D. Cabauatan. "Statistical Evaluation of Item Nonresponse Methods Using the World Bank’s 2015 Philippines Enterprise Survey." Turkish Journal of Computer and Mathematics Education (TURCOMAT) 12, no. 3 (April 11, 2021): 4077–88. http://dx.doi.org/10.17762/turcomat.v12i3.1698.
Full textLu, Zhengdong, Todd K. Leen, and Jeffrey Kaye. "Kernels for Longitudinal Data with Variable Sequence Length and Sampling Intervals." Neural Computation 23, no. 9 (September 2011): 2390–420. http://dx.doi.org/10.1162/neco_a_00164.
Full textLiu, Guowei, Fengshan Ma, Gang Liu, Haijun Zhao, Jie Guo, and Jiayuan Cao. "Application of Multivariate Statistical Analysis to Identify Water Sources in A Coastal Gold Mine, Shandong, China." Sustainability 11, no. 12 (June 17, 2019): 3345. http://dx.doi.org/10.3390/su11123345.
Full textCrysnanto, Danang, Alexander S. Leonard, Zih-Hua Fang, and Hubert Pausch. "Novel functional sequences uncovered through a bovine multiassembly graph." Proceedings of the National Academy of Sciences 118, no. 20 (May 10, 2021): e2101056118. http://dx.doi.org/10.1073/pnas.2101056118.
Full textTravnik, Isadora de Castro, Daiana de Souza Machado, Luana da Silva Gonçalves, Maria Camila Ceballos, and Aline Cristina Sant’Anna. "Temperament in Domestic Cats: A Review of Proximate Mechanisms, Methods of Assessment, Its Effects on Human—Cat Relationships, and One Welfare." Animals 10, no. 9 (August 27, 2020): 1516. http://dx.doi.org/10.3390/ani10091516.
Full textZhan, Jun, Ronglin Wang, Lingzhi Yi, Yaguo Wang, and Zhengjuan Xie. "Health Assessment Methods for Wind Turbines Based on Power Prediction and Mahalanobis Distance." International Journal of Pattern Recognition and Artificial Intelligence 33, no. 02 (October 24, 2018): 1951001. http://dx.doi.org/10.1142/s0218001419510017.
Full textThomas, Laine E., and Phillip J. Schulte. "Separating variability in healthcare practice patterns from random error." Statistical Methods in Medical Research 28, no. 4 (January 31, 2018): 1247–60. http://dx.doi.org/10.1177/0962280217754230.
Full textDOMUȚA, Cristian G., Cornel DOMUȚA, Manuel A. GÎTEA, Ioana M. BORZA, Ana C. PEREȘ, Ionuț PANTIȘ, Nicolae CENUȘA, and Radu P. BREJEA. "The Bases of Peach Tree Irrigation in the Fruit-Growing Basin from Oradea, Romania, and the Use of the Microsprinkler System." Notulae Botanicae Horti Agrobotanici Cluj-Napoca 46, no. 1 (January 1, 2018): 213–22. http://dx.doi.org/10.15835/nbha46110771.
Full textMartinez, Nerea, Ignacio Varela, Jose P. Vaque, Sophia Derdak, Sergi Beltran, Manuela Mollejo, Margarita Sanchez-Beato, et al. "Mutational Status of Splenic Marginal Zone Lymphoma Revealed by Whole Exome Sequencing." Blood 120, no. 21 (November 16, 2012): 2698. http://dx.doi.org/10.1182/blood.v120.21.2698.2698.
Full textTambunan, Suryani, and Teuku Nanda Saifullah Sulaiman. "Gel Formulation of Lemongrass Essential Oil with HPMC and Carbopol Bases." Majalah Farmaseutik 14, no. 2 (January 14, 2019): 87. http://dx.doi.org/10.22146/farmaseutik.v14i2.42598.
Full textГарафутдинов, Р. Р., Д. А. Чемерис, А. Р. Мавзютов, Л. У. Ахметзянова, Т. М. Давлеткулов, И. М. Губайдуллин, and А. В. Чемерис. "LAMP amplification of nucleic acids. I. Two decades of development and improvement." Biomics 13, no. 2 (2021): 176–226. http://dx.doi.org/10.31301/2221-6197.bmcs.2021-14.
Full textPütz, Martin, Justyna A. Robinson, and Monika Reif. "The emergence of Cognitive Sociolinguistics." Review of Cognitive Linguistics 10, no. 2 (December 7, 2012): 241–63. http://dx.doi.org/10.1075/rcl.10.2.01int.
Full textJia, Songmin, Jinbuo Sheng, Daisuke Chugo, and Kunikatsu Takase. "Human Recognition Using RFID Technology and Stereo Vision." Journal of Robotics and Mechatronics 21, no. 1 (February 20, 2009): 28–35. http://dx.doi.org/10.20965/jrm.2009.p0028.
Full textSouza, João W. M. de, Shara S. A. Alves, Elizângela de S. Rebouças, Jefferson S. Almeida, and Pedro P. Rebouças Filho. "A New Approach to Diagnose Parkinson’s Disease Using a Structural Cooccurrence Matrix for a Similarity Analysis." Computational Intelligence and Neuroscience 2018 (2018): 1–8. http://dx.doi.org/10.1155/2018/7613282.
Full textGbenga*, Fadare Oluwaseun, Prof Adetunmbi Adebayo Olusola, Dr (Mrs) Oyinloye Oghenerukevwe Eloho, and Dr Mogaji Stephen Alaba. "Towards Optimization of Malware Detection using Chi-square Feature Selection on Ensemble Classifiers." International Journal of Engineering and Advanced Technology 10, no. 4 (April 30, 2021): 254–62. http://dx.doi.org/10.35940/ijeat.d2359.0410421.
Full textToma, Adina, Zheleva Ivanka, Cristian Puşcaşu, Alexandru Paraschiv, and Mihaela Grigorescu. "Technical project for a new water purification solution." MATEC Web of Conferences 145 (2018): 03013. http://dx.doi.org/10.1051/matecconf/201814503013.
Full textRezgui, Yasmine, Ling Pei, Xin Chen, Fei Wen, and Chen Han. "An Efficient Normalized Rank Based SVM for Room Level Indoor WiFi Localization with Diverse Devices." Mobile Information Systems 2017 (2017): 1–19. http://dx.doi.org/10.1155/2017/6268797.
Full textYang, Kaixu, and Tapabrata Maiti. "Statistical Aspects of High-Dimensional Sparse Artificial Neural Network Models." Machine Learning and Knowledge Extraction 2, no. 1 (January 2, 2020): 1–19. http://dx.doi.org/10.3390/make2010001.
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