Search results for "$alpha$-divergence"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
82	Yong-Deok Kim, Andrzej Cichocki, Seungjin Choi	Nonnegative Tucker decomposition with alpha-divergence.	ICASSP	2008	DBLP DOI BibTeX RDF
44	Shun-ichi Amari	alpha-divergence is unique, belonging to both f-divergence and Bregman divergence classes.	IEEE Trans. Inf. Theory	2009	DBLP DOI BibTeX RDF
33	V. Ahrari, Arezou Habibirad, Simindokht Baratpour Bajgiran	Exponentiality test based on alpha-divergence and gamma-divergence.	Commun. Stat. Simul. Comput.	2019	DBLP DOI BibTeX RDF
31	Frank Nielsen, Richard Nock	Jensen-Bregman Voronoi Diagrams and Centroidal Tessellations.	ISVD	2010	DBLP DOI BibTeX RDF	Jensen's inequality, Jensen difference, Burbea-Rao divergence, Hellinger-Kakutani-Matusita divergences, $f$-divergence, $alpha$-divergence, Bregman divergences, information geometry, exponential families, Bhattacharyya distance, Jensen-Shannon divergence
31	Anh Huy Phan 0001, Andrzej Cichocki	Fast and Efficient Algorithms for Nonnegative Tucker Decomposition.	ISNN (2)	2008	DBLP DOI BibTeX RDF	Nonnegative Tucker decomposition (NTD), Nonnegative matrix factorization (NMF), Alpha divergence, Beta divergence, Hierarchical decomposition
30	Andrzej Cichocki, Marko Jankovic, Rafal Zdunek, Shun-ichi Amari	Sparse Super Symmetric Tensor Factorization.	ICONIP (1)	2007	DBLP DOI BibTeX RDF
23	Rafal Zdunek, Andrzej Cichocki	Non-negative Matrix Factorization with Quasi-Newton Optimization.	ICAISC	2006	DBLP DOI BibTeX RDF
22	Kamélia Daudel, Joe Benton, Yuyang Shi 0002, Arnaud Doucet	Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.	J. Mach. Learn. Res.	2023	DBLP BibTeX RDF
22	Kamélia Daudel, Randal Douc, François Roueff	Monotonic Alpha-divergence Minimisation for Variational Inference.	J. Mach. Learn. Res.	2023	DBLP BibTeX RDF
22	Yuqin Zhou, Liping Yan, Hui Li 0076, Yuanqing Xia	Asynchronous Nonuniform Distributed Multitarget Tracking Filter Based on Asymmetric Alpha-Divergence Consensus.	IEEE Trans. Aerosp. Electron. Syst.	2023	DBLP DOI BibTeX RDF
22	Parth Sharma, Pyari Mohan Pradhan	Development of Amari Alpha Divergence-Based Gradient-Descent Least Mean Square Algorithm.	IEEE Trans. Circuits Syst. II Express Briefs	2023	DBLP DOI BibTeX RDF
22	Haotian Xu, Zheng Yan 0001, Junyu Xuan, Guangquan Zhang 0001, Jie Lu 0001	Improving proximal policy optimization with alpha divergence.	Neurocomputing	2023	DBLP DOI BibTeX RDF
22	Carlos Villacampa-Calvo, Gonzalo Hernández-Muñoz, Daniel Hernández-Lobato	Alpha-divergence minimization for deep Gaussian processes.	Int. J. Approx. Reason.	2022	DBLP DOI BibTeX RDF
22	Kamélia Daudel, Joe Benton, Yuyang Shi 0002, Arnaud Doucet	Alpha-divergence Variational Inference Meets Importance Weighted Auto-Encoders: Methodology and Asymptotics.	CoRR	2022	DBLP DOI BibTeX RDF
22	Xiao Liu, Shiliang Sun	Alpha-divergence minimization with mixed variational posterior for Bayesian neural networks and its robustness against adversarial examples.	Neurocomputing	2021	DBLP DOI BibTeX RDF
22	Tomas Geffner, Justin Domke	Empirical Evaluation of Biased Methods for Alpha Divergence Minimization.	CoRR	2021	DBLP BibTeX RDF
22	Dilin Wang, Chengyue Gong, Meng Li 0004, Qiang Liu 0001, Vikas Chandra	AlphaNet: Improved Training of Supernet with Alpha-Divergence.	CoRR	2021	DBLP BibTeX RDF
22	Kamélia Daudel, Randal Douc	Mixture weights optimisation for Alpha-Divergence Variational Inference.	CoRR	2021	DBLP BibTeX RDF
22	Kamélia Daudel, Randal Douc, François Roueff	Monotonic Alpha-divergence Minimisation.	CoRR	2021	DBLP BibTeX RDF
22	Chengyue Gong, Dilin Wang, Qiang Liu 0001	AlphaMatch: Improving Consistency for Semi-Supervised Learning With Alpha-Divergence.	CVPR	2021	DBLP BibTeX RDF
22	Kamélia Daudel, Randal Douc	Mixture weights optimisation for Alpha-Divergence Variational Inference.	NeurIPS	2021	DBLP BibTeX RDF
22	Zhan Wang, Kai Wang, Yanwei Wang	Alpha Divergence based Siamese Network for Object Tracking.	DASC/PiCom/CBDCom/CyberSciTech	2021	DBLP DOI BibTeX RDF
22	Dilin Wang, Chengyue Gong, Meng Li 0004, Qiang Liu 0001, Vikas Chandra	AlphaNet: Improved Training of Supernets with Alpha-Divergence.	ICML	2021	DBLP BibTeX RDF
22	Tomas Geffner, Justin Domke	On the difficulty of unbiased alpha divergence minimization.	ICML	2021	DBLP BibTeX RDF
22	Çagatay Candan	Chebyshev Center Computation on Probability Simplex With $\alpha$-Divergence Measure.	IEEE Signal Process. Lett.	2020	DBLP DOI BibTeX RDF
22	Carlos Villacampa-Calvo, Daniel Hernández-Lobato	Alpha divergence minimization in multi-class Gaussian process classification.	Neurocomputing	2020	DBLP DOI BibTeX RDF
22	Tomas Geffner, Justin Domke	On the Difficulty of Unbiased Alpha Divergence Minimization.	CoRR	2020	DBLP BibTeX RDF
22	Chengyue Gong, Dilin Wang, Qiang Liu 0001	AlphaMatch: Improving Consistency for Semi-supervised Learning with Alpha-divergence.	CoRR	2020	DBLP BibTeX RDF
22	Likun Cai, Yanjie Chen, Ning Cai, Wei Cheng 0002, Hao Wang 0045	Utilizing Amari-Alpha Divergence to Stabilize the Training of Generative Adversarial Networks.	Entropy	2020	DBLP DOI BibTeX RDF
22	Aref Miri Rekavandi, Abd-Krim Seghouane	Robust Principal Component Analysis Using Alpha Divergence.	ICIP	2020	DBLP DOI BibTeX RDF
22	Yuzo Maruyama, Takeru Matsuda, Toshio Ohnishi	Harmonic Bayesian Prediction Under $\alpha$ -Divergence.	IEEE Trans. Inf. Theory	2019	DBLP DOI BibTeX RDF
22	Takehiro Sano, Tsuyoshi Migita, Norikazu Takahashi	A Damped Newton Algorithm for Nonnegative Matrix Factorization Based on Alpha-Divergence.	ICSAI	2019	DBLP DOI BibTeX RDF
22	Yarong Luo, Chi Guo, Jiansheng Zheng, Shengyong You	A Non-Linear Filtering Algorithm Based on Alpha-Divergence Minimization.	Sensors	2018	DBLP DOI BibTeX RDF
22	Peter Henderson 0002, Thang Doan, Riashat Islam, David Meger	Bayesian Policy Gradients via Alpha Divergence Dropout Inference.	CoRR	2017	DBLP BibTeX RDF
22	Satoshi Nakatsu, Norikazu Takahashi	A Novel Newton-Type Algorithm for Nonnegative Matrix Factorization with Alpha-Divergence.	ICONIP (1)	2017	DBLP DOI BibTeX RDF
22	José Miguel Hernández-Lobato, Yingzhen Li, Mark Rowland, Thang D. Bui, Daniel Hernández-Lobato, Richard E. Turner	Black-Box Alpha Divergence Minimization.	ICML	2016	DBLP BibTeX RDF
22	Mattia Zorzi	Rational approximations of spectral densities based on the Alpha divergence.	Math. Control. Signals Syst.	2014	DBLP DOI BibTeX RDF
22	Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, Bertrand Granado, Bogdan J. Matuszewski	Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection.	Int. J. Biomed. Imaging	2014	DBLP DOI BibTeX RDF
22	Leila Meziou, Aymeric Histace, Frédéric Precioso	Statistical region-based active contour using optimization of alpha-divergence family for image segmentation.	ICIP	2014	DBLP DOI BibTeX RDF
22	Leila Meziou, Aymeric Histace, Frédéric Precioso	Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations.	ICASSP	2012	DBLP DOI BibTeX RDF
22	Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Franck Carreiras	3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure.	VISAPP (1)	2012	DBLP BibTeX RDF
22	Andrzej Cichocki, Hyekyoung Lee, Yong-Deok Kim, Seungjin Choi	Non-negative matrix factorization with alpha-divergence.	Pattern Recognit. Lett.	2008	DBLP DOI BibTeX RDF
22	Weixiang Liu, Kehong Yuan, Datian Ye	On alpha-divergence based nonnegative matrix factorization for clustering cancer gene expression data.	Artif. Intell. Medicine	2008	DBLP DOI BibTeX RDF
22	Shun-ichi Amari	Integration of Stochastic Models by Minimizing alpha-Divergence.	Neural Comput.	2007	DBLP DOI BibTeX RDF
22	Christopher M. Kreucher, Keith Kastella, Alfred O. Hero III	Multi-target Sensor Management Using Alpha-Divergence Measures.	IPSN	2003	DBLP DOI BibTeX RDF