Amit Moscovich

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Locality Preserving

Manifold Learning

Intrinsic Manifold

Top Venues

J. Mach. Learn. Res.

Publications

Amit Moscovich
Fast calculation of p-values for one-sided Kolmogorov-Smirnov type statistics. Comput. Stat. Data Anal. 185 (2023)
Ye Zhou, Amit Moscovich, Alberto Bartesaghi
Data-driven determination of number of discrete conformations in single-particle cryo-EM. Comput. Methods Programs Biomed. 221 (2022)
Sharon Zhang, Amit Moscovich, Amit Singer
Product Manifold Learning. AISTATS (2021)
Sharon Zhang, Amit Moscovich, Amit Singer
Product Manifold Learning. CoRR (2020)
Rohan Rao, Amit Moscovich, Amit Singer
Wasserstein K-Means for Clustering Tomographic Projections. CoRR (2020)
Yaniv Tenzer, Amit Moscovich, Mary Frances Dorn, Boaz Nadler, Clifford H. Spiegelman
Beyond Trees: Classification with Sparse Pairwise Dependencies. J. Mach. Learn. Res. 21 (2020)
Joe Kileel, Amit Moscovich, Nathan Zelesko, Amit Singer
Manifold learning with arbitrary norms. CoRR (2020)
Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer
Earthmover-Based Manifold Learning for Analyzing Molecular Conformation Spaces. ISBI (2020)
Amit Moscovich, Saharon Rosset
Rescaling and other forms of unsupervised preprocessing introduce bias into cross-validation. CoRR (2019)
Amit Moscovich, Amit Halevi, Joakim Andén, Amit Singer
Cryo-EM reconstruction of continuous heterogeneity by Laplacian spectral volumes. CoRR (2019)
Ye Zhou, Amit Moscovich, Tamir Bendory, Alberto Bartesaghi
Unsupervised particle sorting for high-resolution single-particle cryo-EM. CoRR (2019)
Nathan Zelesko, Amit Moscovich, Joe Kileel, Amit Singer
Earthmover-based manifold learning for analyzing molecular conformation spaces. CoRR (2019)
Mary Frances Dorn, Amit Moscovich, Boaz Nadler, Clifford H. Spiegelman
Semiparametric Classification of Forest Graphical Models. CoRR (2018)
Amit Moscovich, Ariel Jaffe, Boaz Nadler
Minimax-optimal semi-supervised regression on unknown manifolds. AISTATS (2017)
Amit Moscovich, Ariel Jaffe, Boaz Nadler
Minimax-optimal semi-supervised regression on unknown manifolds. CoRR (2016)