Search results for "$f$-divergences"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
120	F. Liese, Igor Vajda	On Divergences and Informations in Statistics and Information Theory.	IEEE Trans. Inf. Theory	2006	DBLP DOI BibTeX RDF
105	Frank Nielsen, Richard Nock	The Dual Voronoi Diagrams with Respect to Representational Bregman Divergences.	ISVD	2009	DBLP DOI BibTeX RDF	$f$-divergences, $alpha$-divergences, $beta$-divergences, Voronoi diagrams, centroids, Bregman divergences, power diagrams
103	Sudipto Guha, Piotr Indyk, Andrew McGregor 0001	Sketching information divergences.	Mach. Learn.	2008	DBLP DOI BibTeX RDF	Information divergences, Data stream model, Approximation algorithms, Sketches, Communication complexity
68	Lawrence Cayton	Fast nearest neighbor retrieval for bregman divergences.	ICML	2008	DBLP DOI BibTeX RDF
61	Eerke A. Boiten, John Derrick, Gerhard Schellhorn	Relational concurrent refinement part II: Internal operations and outputs.	Formal Aspects Comput.	2009	DBLP DOI BibTeX RDF	Process algebraic semantics, Failures-divergences refinement, Internal operations, Mechanisation, KIV, Simulations, Deadlock, Z, Data refinement, Outputs
61	Martha Stone Palmer, Zhibiao Wu	Verb semantics for English-Chinese translation.	Mach. Transl.	1995	DBLP DOI BibTeX RDF	verb semantics, lexical divergences, lexical organization
55	Eunsong Jang, Colin Fyfe, Hanseok Ko	Bregman Divergences and the Self Organising Map.	IDEAL	2008	DBLP DOI BibTeX RDF
55	Pei Ling Lai, Colin Fyfe	Bregman Divergences and Multi-dimensional Scaling.	ICONIP (2)	2008	DBLP DOI BibTeX RDF
48	John Derrick, Eerke A. Boiten	Relational Concurrent Refinement.	Formal Aspects Comput.	2003	DBLP DOI BibTeX RDF	Failures-divergences, Finalisation, Simulation, Refinement, Process algebra, Z, Readiness
44	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
42	Bodo Manthey, Heiko Röglin	Worst-Case and Smoothed Analysis of k-Means Clustering with Bregman Divergences.	ISAAC	2009	DBLP DOI BibTeX RDF
42	François Lecellier, Stéphanie Jehan-Besson, Jalal Fadili, Gilles Aubert, Marinette Revenu	Optimization of Divergences within the Exponential Family for Image Segmentation.	SSVM	2009	DBLP DOI BibTeX RDF
42	Sudipto Guha, Piotr Indyk, Andrew McGregor 0001	Sketching Information Divergences.	COLT	2007	DBLP DOI BibTeX RDF
42	Nizar Habash, Bonnie J. Dorr	Handling Translation Divergences: Combining Statistical and Symbolic Techniques in Generation-Heavy Machine Translation.	AMTA	2002	DBLP DOI BibTeX RDF
42	Bonnie J. Dorr, Lisa Pearl, Rebecca Hwa, Nizar Habash	DUSTer: A Method for Unraveling Cross-Language Divergences for Statistical Word-Level Alignment.	AMTA	2002	DBLP DOI BibTeX RDF
42	Chung-hye Han, Benoit Lavoie, Martha Stone Palmer, Owen Rambow, Richard I. Kittredge, Tanya Korelsky, Nari Kim, Myunghee Kim	Handling Stuctural Divergences and Recovering Dropped Arguments in a Korean/English Machine Translation System.	AMTA	2000	DBLP DOI BibTeX RDF
42	Juan M. León-Rojas, José Moreno, António Silva, Montaña Morales	A Family of Divergences between Phi-Probabilistic Sets with Application to Handshape Recognition.	SSPR/SPR	2000	DBLP DOI BibTeX RDF
39	Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Xipeng Shen	Streamlining GPU applications on the fly: thread divergence elimination through runtime thread-data remapping.	ICS	2010	DBLP DOI BibTeX RDF	CPU-GPU pipelining, thread divergence, thread-data remapping, GPGPU, data transformation
39	Dacheng Tao, Xuelong Li 0001, Xindong Wu 0001, Stephen J. Maybank	Geometric Mean for Subspace Selection.	IEEE Trans. Pattern Anal. Mach. Intell.	2009	DBLP DOI BibTeX RDF
39	Frank Nielsen, Jean-Daniel Boissonnat, Richard Nock	On Bregman Voronoi diagrams.	SODA	2007	DBLP BibTeX RDF
39	Shachi Dave, Jignashu Parikh, Pushpak Bhattacharyya	Interlingua-based English-Hindi Machine Translation and Language Divergence.	Mach. Transl.	2001	DBLP DOI BibTeX RDF	language divergence, Universal Networking Language, generation, analysis, interlingua, Hindi
35	Gunjan Gupta, Joydeep Ghosh	Bregman bubble clustering: A robust framework for mining dense clusters.	ACM Trans. Knowl. Discov. Data	2008	DBLP DOI BibTeX RDF	expectation maximization, Density-based clustering, One Class classification, Bregman divergences, exponential family
35	Frank Nielsen, Jean-Daniel Boissonnat, Richard Nock	Visualizing bregman voronoi diagrams.	SCG	2007	DBLP DOI BibTeX RDF	computational information geometry, Voronoi diagrams, Bregman divergences
35	Yves Lepage, Etienne Denoual	Purest ever example-based machine translation: Detailed presentation and assessment.	Mach. Transl.	2005	DBLP DOI BibTeX RDF	Proportional analogies, Divergences across languages, Example-based machine translation
35	Bonnie J. Dorr, Necip Fazil Ayan, Nizar Habash, Nitin Madnani, Rebecca Hwa	Rapid porting of DUSTer to Hindi.	ACM Trans. Asian Lang. Inf. Process.	2003	DBLP DOI BibTeX RDF	machine translation, Divergences
35	Bonnie J. Dorr	The use of lexical semantics in interlingual machine translation.	Mach. Transl.	1992	DBLP DOI BibTeX RDF	lexical conceptual structure, abstraction, compositionality, divergences, interlingua
33	Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet	(f, Gamma)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.	J. Mach. Learn. Res.	2022	DBLP BibTeX RDF
33	Tomohiro Nishiyama	On Relations Between Tight Bounds for Symmetric f-Divergences and Binary Divergences.	CoRR	2022	DBLP DOI BibTeX RDF
33	Frank Nielsen	Statistical Divergences between Densities of Truncated Exponential Families with Nested Supports: Duo Bregman and Duo Jensen Divergences.	Entropy	2022	DBLP DOI BibTeX RDF
33	Frank Nielsen	Generalizing the Alpha-Divergences and the Oriented Kullback-Leibler Divergences with Quasi-Arithmetic Means.	Algorithms	2022	DBLP DOI BibTeX RDF
33	Jeremiah Birrell, Paul Dupuis, Markos A. Katsoulakis, Yannis Pantazis, Luc Rey-Bellet	(f, Γ)-Divergences: Interpolating between f-Divergences and Integral Probability Metrics.	CoRR	2020	DBLP BibTeX RDF
33	Frank Nielsen, Gaëtan Hadjeres	Quasiconvex Jensen Divergences and Quasiconvex Bregman Divergences.	SPIGL	2020	DBLP DOI BibTeX RDF
33	Frank Nielsen, Gaëtan Hadjeres	A note on the quasiconvex Jensen divergences and the quasiconvex Bregman divergences derived thereof.	CoRR	2019	DBLP BibTeX RDF
33	Tomohiro Nishiyama	Generalized Bregman and Jensen divergences which include some f-divergences.	CoRR	2018	DBLP BibTeX RDF
33	Guillaume Wisniewski, François Yvon	Divergences entre annotations dans le projet Universal Dependencies et leur impact sur l'évaluation des performance d'étiquetage morpho-syntaxique (Evaluating Annotation Divergences in the UD Project).	CORIA-TALN-RJC (TALN 2)	2018	DBLP BibTeX RDF
33	Frank Nielsen, Richard Nock	Generalizing Skew Jensen Divergences and Bregman Divergences With Comparative Convexity.	IEEE Signal Process. Lett.	2017	DBLP DOI BibTeX RDF
33	Minh Ha Quang	Infinite-dimensional Log-Determinant divergences II: Alpha-Beta divergences.	CoRR	2016	DBLP BibTeX RDF
33	Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari	Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences.	Entropy	2015	DBLP DOI BibTeX RDF
33	Mathilde Le Boudic-Jamin	Similarités et divergences, globales et locales entre structures protéiques. (Global and Local Similarities and Divergences of Protein Structures ).		2015	RDF
33	Andrzej Cichocki, Sergio Cruces, Shun-ichi Amari	Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences.	CoRR	2014	DBLP BibTeX RDF
29	Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro	Cost-Sensitive Learning Based on Bregman Divergences.	ECML/PKDD (1)	2009	DBLP DOI BibTeX RDF	posterior class probabilities, maximum margin, Cost sensitive learning, Bregman divergence
29	Marcel R. Ackermann, Johannes Blömer	Coresets and approximate clustering for Bregman divergences.	SODA	2009	DBLP DOI BibTeX RDF
29	Akio Fujiwara	Randomness Criteria in Terms of alpha-Divergences.	IEEE Trans. Inf. Theory	2008	DBLP DOI BibTeX RDF
29	Shaojun Wang, Dale Schuurmans	Learning Continuous Latent Variable Models with Bregman Divergences.	ALT	2003	DBLP DOI BibTeX RDF	alternating minimization, forward projection, backward projection, iterative scaling, unsupervised learning, Bregman divergence, information geometry, statistical machine learning
26	Arnab Bhattacharya 0001, Purushottam Kar, Manjish Pal	On Low Distortion Embeddings of Statistical Distance Measures into Low Dimensional Spaces.	DEXA	2009	DBLP DOI BibTeX RDF
26	Igor Mel'cuk, Leo Wanner	Morphological mismatches in machine translation.	Mach. Transl.	2008	DBLP DOI BibTeX RDF	Grammatical signification, Morphological mismatch, Deep-syntactic structure, Meaning-Text Theory, Machine translation, Aspect, Definiteness, Transfer
26	Richard Nock, Panu Luosto, Jyrki Kivinen	Mixed Bregman Clustering with Approximation Guarantees.	ECML/PKDD (2)	2008	DBLP DOI BibTeX RDF
26	Andrzej S. Murawski	Reachability Games and Game Semantics: Comparing Nondeterministic Programs.	LICS	2008	DBLP DOI BibTeX RDF	Idealized Algol, pushdown graphs, reachability games, nondeterminism, game semantics
26	Frank Nielsen, Richard Nock	Bregman sided and symmetrized centroids.	ICPR	2008	DBLP DOI BibTeX RDF
26	Wei Bian, Dacheng Tao	Harmonic mean for subspace selection.	ICPR	2008	DBLP DOI BibTeX RDF
26	Pradeep Ravikumar, Alekh Agarwal, Martin J. Wainwright	Message-passing for graph-structured linear programs: proximal projections, convergence and rounding schemes.	ICML	2008	DBLP DOI BibTeX RDF
26	Adrovane M. Kade, Carlos A. Heuser	Matching XML documents in highly dynamic applications.	ACM Symposium on Document Engineering	2008	DBLP DOI BibTeX RDF	XML, similarity measure, matching, document management
26	Igor Mel'cuk, Leo Wanner	Syntactic mismatches in machine translation.	Mach. Transl.	2006	DBLP DOI BibTeX RDF	Syntactic mismatch, Deep-syntactic structure, Meaning-Text Theory, Transfer, Paraphrasing
26	F. Liese, Domingo Morales, Igor Vajda	Asymptotically Sufficient Partitions and Quantizations.	IEEE Trans. Inf. Theory	2006	DBLP DOI BibTeX RDF
26	Jyrki Kivinen, Manfred K. Warmuth, Babak Hassibi	The p-norm generalization of the LMS algorithm for adaptive filtering.	IEEE Trans. Signal Process.	2006	DBLP DOI BibTeX RDF
26	Jifeng He 0001, C. A. R. Hoare	CSP Is a Retract of CCS.	UTP	2006	DBLP DOI BibTeX RDF
26	Brian Kulis, Mátyás A. Sustik, Inderjit S. Dhillon	Learning low-rank kernel matrices.	ICML	2006	DBLP DOI BibTeX RDF
26	Mike Reed	Order, Topology, and Recursion Induction in CSP.	25 Years Communicating Sequential Processes	2004	DBLP DOI BibTeX RDF
26	Mark B. Josephs	Models for Data-Flow Sequential Processes.	25 Years Communicating Sequential Processes	2004	DBLP DOI BibTeX RDF
26	Mark B. Josephs	An Analysis of Determinacy Using a Trace-Theoretic Model of Asynchronous Circuits.	ASYNC	2003	DBLP DOI BibTeX RDF
26	Ce Liu 0001, Heung-Yeung Shum	Kullback-Leibler Boosting.	CVPR (1)	2003	DBLP DOI BibTeX RDF
26	Koby Crammer, Yoram Singer	Learning Algorithm for Enclosing Points in Bregmanian Spheres.	COLT	2003	DBLP DOI BibTeX RDF
26	Jyrki Kivinen	Online Learning of Linear Classifiers.	Machine Learning Summer School	2002	DBLP DOI BibTeX RDF
26	Christie Bolton, Jim Davies	Refinement in Object-Z and CSP.	IFM	2002	DBLP DOI BibTeX RDF
26	John M. Rushby	Modeling the Human in Human Factors.	SAFECOMP	2001	DBLP DOI BibTeX RDF
26	Axel van Lamsweerde, Robert Darimont, Emmanuel Letier	Managing Conflicts in Goal-Driven Requirements Engineering.	IEEE Trans. Software Eng.	1998	DBLP DOI BibTeX RDF	Goal-driven requirements engineering, divergent requirements, specification transformation, viewpoints, lightweight formal methods, conflict management
26	Ed Brinksma, Arend Rensink, Walter Vogler	Fair Testing.	CONCUR	1995	DBLP DOI BibTeX RDF
26	Jim Woodcock 0001, Carroll Morgan	Refinement of State-Based Concurrent Systems.	VDM Europe	1990	DBLP DOI BibTeX RDF
22	Toshihiro Tanuma, Hiroshi Imai, Sonoko Moriyama	Revisiting Hyperbolic Voronoi Diagrams from Theoretical, Applied and Generalized Viewpoints.	ISVD	2010	DBLP DOI BibTeX RDF	greedy embedding, geodesic segments, Voronoi diagrams, divergences, hyperbolic geometry
22	Frank Nielsen, Aurélien Sérandour	Accuracy of distance metric learning algorithms.	KDD Workshop on Data Mining using Matrices and Tensors	2009	DBLP DOI BibTeX RDF	Mahalanobis distance, metric learning, Bregman divergences
22	Guillermo A. Lopez, Michela Taufer, Patricia J. Teller	Evaluation of IEEE 754 floating-point arithmetic compliance across a wide range of heterogeneous computers.	Richard Tapia Celebration of Diversity in Computing Conference	2007	DBLP DOI BibTeX RDF	result divergences, scientific computation, heterogeneous computing
22	Richard Nock, Frank Nielsen	On Weighting Clustering.	IEEE Trans. Pattern Anal. Mach. Intell.	2006	DBLP DOI BibTeX RDF	khbox{-}rm means, fuzzy khbox{-}rm means, harmonic means clustering, Clustering, expectation maximization, Bregman divergences
22	Arindam Banerjee 0001, Chase Krumpelman, Joydeep Ghosh, Sugato Basu, Raymond J. Mooney	Model-based overlapping clustering.	KDD	2005	DBLP DOI BibTeX RDF	exponential model, high-dimensional clustering, graphical model, Bregman divergences, overlapping clustering
22	Arindam Banerjee 0001, Inderjit S. Dhillon, Joydeep Ghosh, Srujana Merugu, Dharmendra S. Modha	A generalized maximum entropy approach to bregman co-clustering and matrix approximation.	KDD	2004	DBLP DOI BibTeX RDF	co-clustering, Bregman divergences, matrix approximation
17	Frank Nielsen, Kazuki Okamura	On the f-divergences between densities of a multivariate location or scale family.	Stat. Comput.	2024	DBLP DOI BibTeX RDF
17	Abdul Basir, Muhammad Adil Khan, Hidayat Ullah, Yahya Almalki, Chanisara Metpattarahiran, Thanin Sitthiwirattham	Improvements of Integral Majorization Inequality with Applications to Divergences.	Axioms	2024	DBLP DOI BibTeX RDF
17	Sreejith Sreekumar, Ziv Goldfeld, Kengo Kato	Limit Distribution Theory for f-Divergences.	IEEE Trans. Inf. Theory	2024	DBLP DOI BibTeX RDF
17	Milán Mosonyi, Fumio Hiai	Some Continuity Properties of Quantum Rényi Divergences.	IEEE Trans. Inf. Theory	2024	DBLP DOI BibTeX RDF
17	Sebastian Neumayer, Viktor Stein, Gabriele Steidl, Nicolaj Rux	Wasserstein Gradient Flows for Moreau Envelopes of f-Divergences in Reproducing Kernel Hilbert Spaces.	CoRR	2024	DBLP DOI BibTeX RDF
17	Benjamin Zanger, Tiangang Cui, Martin Schreiber 0001, Olivier Zahm	Sequential transport maps using SoS density estimation and α-divergences.	CoRR	2024	DBLP DOI BibTeX RDF
17	Francisco Daunas, Iñaki Esnaola, Samir M. Perlaza, H. Vincent Poor	Equivalence of the Empirical Risk Minimization to Regularization on the Family of f-Divergences.	CoRR	2024	DBLP DOI BibTeX RDF
17	Charles C. Margossian, Loucas Pillaud-Vivien, Lawrence K. Saul	An Ordering of Divergences for Variational Inference with Factorized Gaussian Approximations.	CoRR	2024	DBLP DOI BibTeX RDF
17	Eduardo K. Nakao, Alexandre L. M. Levada	Information theory divergences in principal component analysis.	Pattern Anal. Appl.	2024	DBLP DOI BibTeX RDF
17	Tetsuya Sato 0001, Shin-ya Katsumata	Divergences on monads for relational program logics.	Math. Struct. Comput. Sci.	2023	DBLP DOI BibTeX RDF
17	Alexander Litvinenko, Youssef M. Marzouk, Hermann G. Matthies, Marco Scavino, Alessio Spantini	Computing f -divergences and distances of high-dimensional probability density functions.	Numer. Linear Algebra Appl.	2023	DBLP DOI BibTeX RDF
17	Marco Capó, Aritz Pérez, José Antonio Lozano 0001	Fast computation of cluster validity measures for bregman divergences and benefits.	Pattern Recognit. Lett.	2023	DBLP DOI BibTeX RDF
17	Nizar Bouhlel, David Rousseau	Exact Rényi and Kullback-Leibler Divergences Between Multivariate $t$-Distributions.	IEEE Signal Process. Lett.	2023	DBLP DOI BibTeX RDF
17	José David Fernández-Rodríguez, Esteban J. Palomo, Jesús Benito-Picazo, Enrique Domínguez, Ezequiel López-Rubio, Francisco Ortega-Zamorano	A convolutional autoencoder and a neural gas model based on Bregman divergences for hierarchical color quantization.	Neurocomputing	2023	DBLP DOI BibTeX RDF
17	Milán Mosonyi, Fumio Hiai	Test-Measured Rényi Divergences.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
17	Mohammad Saeed Masiha, Amin Gohari, Mohammad Hossein Yassaee	f-Divergences and Their Applications in Lossy Compression and Bounding Generalization Error.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
17	Tudor Manole, Aaditya Ramdas	Martingale Methods for Sequential Estimation of Convex Functionals and Divergences.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
17	Frank Nielsen, Kazuki Okamura	On f-Divergences Between Cauchy Distributions.	IEEE Trans. Inf. Theory	2023	DBLP DOI BibTeX RDF
17	Yuchen Zhou, Emmy Liu, Graham Neubig, Leila Wehbe	Divergences between Language Models and Human Brains.	CoRR	2023	DBLP DOI BibTeX RDF
17	Frank Nielsen	Divergences induced by dual subtractive and divisive normalizations of exponential families and their convex deformations.	CoRR	2023	DBLP DOI BibTeX RDF
17	Christoph Hirche, Marco Tomamichel	Quantum Rényi and f-divergences from integral representations.	CoRR	2023	DBLP DOI BibTeX RDF
17	Weijian Luo, Hao Jiang, Tianyang Hu, Jiacheng Sun, Zhenguo Li, Zhihua Zhang	Training Energy-Based Models with Diffusion Contrastive Divergences.	CoRR	2023	DBLP DOI BibTeX RDF
17	Loong Kuan Lee, Geoffrey I. Webb, Daniel F. Schmidt, Nico Piatkowski	Computing Marginal and Conditional Divergences between Decomposable Models with Applications.	CoRR	2023	DBLP DOI BibTeX RDF
17	Ethan O. Nadler, Elise Darragh-Ford, Bhargav Srinivasa Desikan, Christian Conaway, Mark Chu, Tasker Hull, Douglas Guilbeault	Divergences in Color Perception between Deep Neural Networks and Humans.	CoRR	2023	DBLP DOI BibTeX RDF
17	Siddhant Agarwal, Ishan Durugkar, Peter Stone, Amy Zhang	f-Policy Gradients: A General Framework for Goal Conditioned RL using f-Divergences.	CoRR	2023	DBLP DOI BibTeX RDF
17	Andreas Bluhm, Angela Capel, Paul Gondolf, Tim Möbus	Unified framework for continuity of sandwiched Rényi divergences.	CoRR	2023	DBLP DOI BibTeX RDF