3D 视觉 - arXivDaily 专题

1508.01928 2015-08-11 math.ST cs.LG stat.ML stat.TH 50%

A variational approach to the consistency of spectral clustering

Nicolás García Trillos, Dejan Slepčev

专题命中点云：point cloud(abstract)

1208.5062 2015-06-11 stat.ML cs.LG 50%

Changepoint detection for high-dimensional time series with missing data

Yao Xie, Jiaji Huang, Rebecca Willett

专题命中点云：point cloud(abstract)

1408.4045 2015-04-16 stat.ML cs.DS cs.LG math.ST stat.TH 50%

Relax, no need to round: integrality of clustering formulations

Pranjal Awasthi, Afonso S. Bandeira, Moses Charikar, Ravishankar Krishnaswamy, Soledad Villar, Rachel Ward

专题命中点云：point cloud(abstract)

Comments 30 pages, ITCS 2015

1504.00033 2015-04-02 q-bio.BM 50%

Multiresolution topological simplification

Kelin Xia, Zhixiong Zhao, Guo-Wei Wei

专题命中点云：point cloud(abstract)

Comments 22 pages and 14 figures

1503.08294 2015-03-31 cs.DC cs.NE 50%

A Multi-signal Variant for the GPU-based Parallelization of Growing Self-Organizing Networks

Giacomo Parigi, Angelo Stramieri, Danilo Pau, Marco Piastra

专题命中点云：point cloud(abstract)

Comments 17 pages

Journal ref Informatics in Control, Automation and Robotics - 9th International Conference, ICINCO 2012 Rome, Italy, July 28-31, 2012 Revised Selected Papers. Part I, pp. 83-100

1503.04619 2015-03-17 math.GN 50%

Comparing Metrics on Arbitrary Spaces using Topological Data Analysis

Scott Balchin, Etienne Pillin

专题命中点云：point cloud(abstract)

Comments 17 pages, 2 tables, 6 figures

1003.1001 2015-03-13 math.PR math.AT 50%

Persistent Homology for Random Fields and Complexes

Robert J. Adler, Omer Bobrowski, Matthew S. Borman, Eliran Subag, Shmuel Weinberger

专题命中点云：point cloud(abstract)

Journal ref Borrowing Strength: Theory Powering Applications, A Festschrift for Lawrence D. Brown, IMS Collections 6, 124-143, 2010

1403.0533 2015-01-12 math.AT cs.CG 50%

Approximating Persistent Homology in Euclidean Space Through Collapses

Magnus Bakke Botnan, Gard Spreemann

专题命中点云：point cloud(abstract)

1411.6590 2014-11-25 stat.ML cs.LG math.ST stat.TH 50%

Consistency of Cheeger and Ratio Graph Cuts

Nicolas Garcia Trillos, Dejan Slepcev, James von Brecht, Thomas Laurent, Xavier Bresson

专题命中点云：point cloud(abstract)

1303.7117 2014-11-21 math.ST cs.CG cs.LG stat.TH 50%

Confidence sets for persistence diagrams

Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo, Larry Wasserman, Sivaraman Balakrishnan, Aarti Singh

专题命中点云：point cloud(abstract)

Comments Published in at http://dx.doi.org/10.1214/14-AOS1252 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Statistics 2014, Vol. 42, No. 6, 2301-2339

1410.4901 2014-10-29 math.AT 50%

Combinatorial Invariants of Multidimensional Topological Network Data

Gregory Henselman, Paweł Dłotko

专题命中点云：point cloud(abstract)

1410.5914 2014-10-23 q-bio.QM physics.med-ph q-bio.NC 50%

Automated placement of stereotactic injections using a laser scan of the skull

Margaret Henderson, Vadim Pinskiy, Alexander Tolpygo, Stephen Savoia, Pascal Grange, Partha Mitra

专题命中点云：point cloud(abstract)

Comments 8 pages

1410.0608 2014-10-03 q-bio.QM math.AT q-bio.GN 50%

Robust Detection of Periodic Patterns in Gene Expression Microarray Data using Topological Signal Analysis

Saba Emrani, Hamid Krim

专题命中点云：point cloud(abstract)

Comments 4 pages, 5 figures

1409.4749 2014-09-17 math.CA math.FA 50%

Quantitative conditions of rectifiability for varifolds

Blanche Buet

专题命中点云：point cloud(abstract)

Comments 46 pages

1405.3295 2014-09-17 stat.ML cs.LG stat.AP 50%

Effects of Sampling Methods on Prediction Quality. The Case of Classifying Land Cover Using Decision Trees

Ronald Hochreiter, Christoph Waldhauser

专题命中点云：point cloud(abstract)

Journal ref Proceedings of COMPSTAT 2014: 585-592. 2014

1212.5156 2014-08-29 math.ST cs.LG stat.ML stat.TH 50%

Nonparametric ridge estimation

Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli, Larry Wasserman

专题命中点云：point cloud(abstract)

Comments Published in at http://dx.doi.org/10.1214/14-AOS1218 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Statistics, Vol. 42, No. 4, 1511-1545 (2014)

1406.4582 2014-06-19 q-bio.QM 50%

Parametric Inference using Persistence Diagrams: A Case Study in Population Genetics

Kevin Emmett, Daniel Rosenbloom, Pablo Camara, Raul Rabadan

专题命中点云：point cloud(abstract)

Comments 5 pages, 4 figures. Prepared for the ICML 2014 Workshop on Topological Methods in Machine Learning

1210.3092 2014-04-22 cs.CG math.AT 50%

Contributions to Persistence Theory

Dong Du

专题命中点云：point cloud(abstract)

Comments arXiv admin note: text overlap with arXiv:1104.5646 by other authors

1305.3879 2014-02-21 math.AT 50%

Persistent Homology of Delay Embeddings

Saba Emrani, Thanos Gentimis, Hamid Krim

专题命中点云：point cloud(abstract)

Comments 16 pages, 8 figures

1311.0376 2014-01-23 math.AT cs.CG stat.AP 50%

On the Bootstrap for Persistence Diagrams and Landscapes

Frédéric Chazal, Brittany Terese Fasy, Fabrizio Lecci, Alessandro Rinaldo, Aarti Singh, Larry Wasserman

专题命中点云：point cloud(abstract)

Journal ref Modeling and Analysis of Information Systems, 20(6), 96-105

1401.4848 2014-01-21 cs.NE 50%

An Evolutionary Approach towards Clustering Airborne Laser Scanning Data

Ronald Hochreiter, Christoph Waldhauser

专题命中点云：point cloud(abstract)

Journal ref Proceedings of MENDEL 2012: 7-12. 2012

1312.2098 2013-12-10 stat.ME cs.CG 50%

Uncertainty Measures and Limiting Distributions for Filament Estimation

Yen-Chi Chen, Christopher R. Genovese, Larry Wasserman

专题命中点云：point cloud(abstract)

Comments Submitted to 30th Annual Symposium on Computational Geometry (SoCG2014)

1212.5398 2013-11-12 math.AT cs.CG 50%

Sketches of a platypus: persistent homology and its algebraic foundations

Mikael Vejdemo-Johansson

专题命中点云：point cloud(abstract)

Comments 22 pages, 4 figures, accepted for publication in an upcoming volume of AMS Contemporary Mathematics

1209.1905 2012-09-11 cs.LO math.AT 50%

Computing Persistent Homology within Coq/SSReflect

Jónathan Heras, Thierry Coquand, Anders Mörtberg, Vincent Siles

专题命中点云：point cloud(abstract)

1105.4924 2011-09-09 math.MG cs.DS stat.ML 50%

Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis

William K. Allard, Guangliang Chen, Mauro Maggioni

专题命中点云：point cloud(abstract)

Comments Re-formatted using AMS style

1008.3572 2010-08-24 math.GT stat.ML 50%

Towards Stratification Learning through Homology Inference

Paul Bendich, Sayan Mukherjee, Bei Wang

专题命中点云：point cloud(abstract)

Comments 48 pages

0706.2153 2010-03-31 cs.CG math.CA math.MG 50%

Stability of boundary measures

Frédéric Chazal, David Cohen-Steiner, Quentin Mérigot

专题命中点云：point cloud(abstract)

Journal ref Boundary measures for geometric inference, Found. Comput. Math., 10 (2), pp. 221-240, 2010

0805.4141 2009-12-01 math.ST stat.TH 50%

On the path density of a gradient field

Christopher R. Genovese, Marco Perone-Pacifico, Isabella Verdinelli, Larry Wasserman

专题命中点云：point cloud(abstract)

Comments Published in at http://dx.doi.org/10.1214/08-AOS671 the Annals of Statistics (http://www.imstat.org/aos/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Statistics 2009, Vol. 37, No. 6A, 3236-3271

0805.0648 2009-12-01 cs.CG 50%

3D Building Model Fitting Using A New Kinetic Framework

Mathieu Brédif, Dider Boldo, Marc Pierrot-Deseilligny, Henri Maître

专题命中点云：point cloud(abstract)

0811.1477 2009-12-01 stat.AP 50%

Horseshoes in multidimensional scaling and local kernel methods

Persi Diaconis, Sharad Goel, Susan Holmes

专题命中点云：point cloud(abstract)

Comments Published in at http://dx.doi.org/10.1214/08-AOAS165 the Annals of Applied Statistics (http://www.imstat.org/aoas/) by the Institute of Mathematical Statistics (http://www.imstat.org)

Journal ref Annals of Applied Statistics 2008, Vol. 2, No. 3, 777-807

1. 点云 7740 篇

A variational approach to the consistency of spectral clustering

Changepoint detection for high-dimensional time series with missing data

Relax, no need to round: integrality of clustering formulations

Multiresolution topological simplification

A Multi-signal Variant for the GPU-based Parallelization of Growing Self-Organizing Networks

Comparing Metrics on Arbitrary Spaces using Topological Data Analysis

Persistent Homology for Random Fields and Complexes

Approximating Persistent Homology in Euclidean Space Through Collapses

Consistency of Cheeger and Ratio Graph Cuts

Confidence sets for persistence diagrams

Combinatorial Invariants of Multidimensional Topological Network Data

Automated placement of stereotactic injections using a laser scan of the skull

Robust Detection of Periodic Patterns in Gene Expression Microarray Data using Topological Signal Analysis

Quantitative conditions of rectifiability for varifolds

Effects of Sampling Methods on Prediction Quality. The Case of Classifying Land Cover Using Decision Trees

Nonparametric ridge estimation

Parametric Inference using Persistence Diagrams: A Case Study in Population Genetics

Contributions to Persistence Theory

Persistent Homology of Delay Embeddings

On the Bootstrap for Persistence Diagrams and Landscapes

An Evolutionary Approach towards Clustering Airborne Laser Scanning Data

Uncertainty Measures and Limiting Distributions for Filament Estimation

Sketches of a platypus: persistent homology and its algebraic foundations

Computing Persistent Homology within Coq/SSReflect

Multiscale Geometric Methods for Data Sets II: Geometric Multi-Resolution Analysis

Towards Stratification Learning through Homology Inference

Stability of boundary measures

On the path density of a gradient field

3D Building Model Fitting Using A New Kinetic Framework

Horseshoes in multidimensional scaling and local kernel methods