Jisu Kim, Statistical Inference on Topological Data Analysis
AMS Special Session on Statistical Methods in Computational Topology and Applications in 2017 Joint Mathematics Meetings, Atlanta (USA) [Jan/04/2017]
[ slides | abstract ]
Brittany T. Fasy, Topological Descriptors
AMS Special Session on Statistical Methods in Computational Topology and Applications in 2017 Joint Mathematics Meetings, Atlanta (USA) [Jan/04/2017]
[ abstract ]
Jisu Kim, Statistical Inference for Cluster Trees
Advances in Neural Information Processing Systems 29 (NIPS 2016), Barcelona (Spain) [Dec/06/2016]
[ poster ]
Jisu Kim, R Package TDA for Statistical Inference on Topological Data Analysis
5th Mini Symposium on Computational Topology in The 32nd International Symposium on Computational Geometry, Boston (USA), Jun/16/2016.
[ slides | abstract ]
Jisu Kim, Minimax Reach Estimator
Topology, Geometry, and Data Analysis Conference at OSU, Columbus (USA), May/16/2016.
Jisu Kim, Minimax Rate for Estimating the Dimension of a Manifold
AMS Fall Eastern Sectional Meeting, New Brunswick (USA), Nov/14/2015.
[ abstract ]
Brittany T. Fasy, Statistics in TDA
AMS Fall Eastern Sectional Meeting, New Brunswick (USA), Nov/14/2015.
[ abstract ]
Yen-Chi Chen, Asymptotic theory for density ridges
AMS Fall Eastern Sectional Meeting, New Brunswick (USA), Nov/14/2015.
[ slides | abstract ]
Yen-Chi Chen. Nonparametric Model Regression
Joint Statistical Meeting, Seattle (USA), Aug/04/2015.
[ slides ]
Jisu Kim, Minimax Rate for Dimension Estimator
The 60th ISI World Statistics Congress, Rio de Janeiro (Brazil), Jul/27/2015.
Jisu Kim, Tutorial on the R package TDA
The 4th Annual Minisymposium on Computational Topology in SoCG 2015, Eindhoven (Netherlands), Jun/23/2015.
[ slides | tutorial | code ]
Brittany T. Fasy, Statistical Approaches to Topological Data Analysis
The 4th Annual Minisymposium on Computational Topology in SoCG 2015, Eindhoven (Netherlands), Jun/23/2015.
Yen-Chi Chen, Cosmic Web Reconstruction through Density Ridges
Academia Sinica Institute of Astronomy and Astrophysics, Taiwan, Jun/01/2015.
[ slides ]
Jisu Kim, Minimax Rate for Estimating the Dimension of a Manifold
TopData in Inria Geometrica, Paris (France), May/28/2015.
Yen-Chi Chen, Statistical Inference for Shards
National Center for Theoretical Sciences in National Taiwan University, Taipei (Taiwan), May/27/2015.
[ slides ]
Alessandro Rinaldo, DeBaCl: a Density-based Clustering Algorithm and its Properties
Rice University, November 2014.
[ slides ]
Larry Wasserman, Robust Topological Inference
Ohio State University, November 2014.
[ slides ]
Brittany T. Fasy, Stochastic Convergence of Persistence Landscapes and Silhouettes
30th Symposium of Computational Geometry, Kyoto (Japan), June 2014.
[ slides ]
Brittany T. Fasy, The Intersection of Statistics and Topology
Institute for Statistical Mathematics, Tachikawa (Japan), June 2014.
[ slides ]
Brittany T. Fasy, Map Construction and Comparison
Topological Data Analysis Workshop, SAMSI, Research Triangle Park (NC), February 2014.
[ slides ]
Jessi Cisewski, Persistent Homology of the Intergalactic Medium via the Lyman-alpha Forest
Topological Data Analysis Workshop, SAMSI, Research Triangle Park (NC), February 2014.
[ slides ]
Fabrizio Lecci, Statistical Inference for Persistence Diagrams
Topological Data Analysis Workshop, SAMSI, Research Triangle Park (NC), February 2014.
[ slides ]
Larry Wasserman, Statistical Inference for Functional Summaries of Persistent Homology
Topological Data Analysis Workshop, SAMSI, Research Triangle Park (NC), February 2014.
[ slides ]