Introduction to the R package TDA BT Fasy, J Kim, F Lecci, C Maria arXiv preprint arXiv:1411.1830, 2014 | 167 | 2014 |
Estimating the reach of a manifold E Aamari, J Kim, F Chazal, B Michel, A Rinaldo, L Wasserman Electronic journal of statistics 13 (1), 1359-1399, 2019 | 118 | 2019 |
Densealert: Incremental dense-subtensor detection in tensor streams K Shin, B Hooi, J Kim, C Faloutsos Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge …, 2017 | 77 | 2017 |
D-cube: Dense-block detection in terabyte-scale tensors K Shin, B Hooi, J Kim, C Faloutsos Proceedings of the Tenth ACM International Conference on Web Search and Data …, 2017 | 76 | 2017 |
PLLay: Efficient Topological Layer based on Persistence Landscapes K Kim, J Kim, M Zaheer, JS Kim, F Chazal, L Wasserman arXiv preprint arXiv:2002.02778, 2020 | 61 | 2020 |
TDA: statistical tools for topological data analysis BT Fasy, J Kim, F Lecci, C Maria, V Rouvreau Software available at https://cran. r-project. org/package= TDA, 2014 | 40 | 2014 |
Homotopy reconstruction via the Cech complex and the Vietoris-Rips complex J Kim, J Shin, F Chazal, A Rinaldo, L Wasserman arXiv preprint arXiv:1903.06955, 2019 | 35 | 2019 |
Uniform convergence rate of the kernel density estimator adaptive to intrinsic volume dimension J Kim, J Shin, A Rinaldo, L Wasserman International Conference on Machine Learning, 3398-3407, 2019 | 33 | 2019 |
Minimax rates for estimating the dimension of a manifold J Kim, A Rinaldo, L Wasserman arXiv preprint arXiv:1605.01011, 2016 | 30 | 2016 |
Statistical inference for cluster trees J Kim, YC Chen, S Balakrishnan, A Rinaldo, L Wasserman arXiv preprint arXiv:1605.06416, 2016 | 26 | 2016 |
Time series featurization via topological data analysis K Kim, J Kim, A Rinaldo arXiv preprint arXiv:1812.02987, 2018 | 20 | 2018 |
Think before you discard: Accurate triangle counting in graph streams with deletions K Shin, J Kim, B Hooi, C Faloutsos Joint European Conference on Machine Learning and Knowledge Discovery in …, 2018 | 20 | 2018 |
Causal effects based on distributional distances K Kim, J Kim, EH Kennedy arXiv preprint arXiv:1806.02935, 2018 | 16 | 2018 |
Generalized penalty for circular coordinate representation H Luo, A Patania, J Kim, M Vejdemo-Johansson arXiv preprint arXiv:2006.02554, 2020 | 11 | 2020 |
Package ‘TDA’ BT Fasy, J Kim, F Lecci, C Maria, DL Millman, V Rouvreau, MJ Kim | 3 | 2021 |
Statistical inference for cluster trees YC Chen, J Kim, S Balakrishnan, A Rinaldo, L Wasserman arXiv preprint arXiv:1605.06416, 2016 | 3 | 2016 |
Nerve Theorem on a Positive Reach set J Kim, J Shin, A Rinaldo, L Wasserman arXiv preprint arXiv:1903.06955, 2019 | 2 | 2019 |
Tutorial on the R package TDA J Kim | 2 | 2015 |
Confidence sets for persistent homology of the KDE filtration J Shin, J Kim, A Rinaldo, L Wasserman | 1 | |
Confidence Band for Persistent Homology KIM Jisu | | 2020 |