Keith D. Levin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 14

Top Topics

Spectral Embedding

Laplacian Eigenmaps

Laplace Beltrami

Top Venues

J. Mach. Learn. Res.

Publications

Keith D. Levin, Brenda Betancourt
Fast generation of exchangeable sequences of clusters data. Stat. Comput. 34 (2) (2024)
Keith D. Levin, Fred Roosta, Minh Tang, Michael W. Mahoney, Carey E. Priebe
Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings. J. Mach. Learn. Res. 22 (2021)
Keith D. Levin, Carey E. Priebe, Vince Lyzinski
On the role of features in vertex nomination: Content and context together are better (sometimes). CoRR (2020)
Jordan Yoder, Li Chen, Henry Pao, Eric Bridgeford, Keith D. Levin, Donniell E. Fishkind, Carey E. Priebe, Vince Lyzinski
Vertex nomination: The canonical sampling and the extended spectral nomination schemes. Comput. Stat. Data Anal. 145 (2020)
Vince Lyzinski, Keith D. Levin, Carey E. Priebe
On Consistent Vertex Nomination Schemes. J. Mach. Learn. Res. 20 (2019)
Keith D. Levin, Fred Roosta, Minh Tang, Michael W. Mahoney, Carey E. Priebe
Limit theorems for out-of-sample extensions of the adjacency and Laplacian spectral embeddings. CoRR (2019)
Keith D. Levin, Farbod Roosta-Khorasani, Michael W. Mahoney, Carey E. Priebe
Out-of-sample extension of graph adjacency spectral embedding. ICML (2018)
Shane Settle, Keith D. Levin, Herman Kamper, Karen Livescu
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings. CoRR (2017)
Keith D. Levin, Vince Lyzinski
Laplacian Eigenmaps From Sparse, Noisy Similarity Measurements. IEEE Trans. Signal Process. 65 (8) (2017)
Shane Settle, Keith D. Levin, Herman Kamper, Karen Livescu
Query-by-Example Search with Discriminative Neural Acoustic Word Embeddings. INTERSPEECH (2017)
Keith D. Levin, Avanti Athreya, Minh Tang, Vince Lyzinski, Carey E. Priebe
A Central Limit Theorem for an Omnibus Embedding of Multiple Random Dot Product Graphs. ICDM Workshops (2017)
Avanti Athreya, Donniell E. Fishkind, Minh Tang, Carey E. Priebe, Youngser Park, Joshua T. Vogelstein, Keith D. Levin, Vince Lyzinski, Yichen Qin, Daniel L. Sussman
Statistical Inference on Random Dot Product Graphs: a Survey. J. Mach. Learn. Res. 18 (2017)
Vince Lyzinski, Keith D. Levin, Donniell E. Fishkind, Carey E. Priebe
On the Consistency of the Likelihood Maximization Vertex Nomination Scheme: Bridging the Gap Between Maximum Likelihood Estimation and Graph Matching. J. Mach. Learn. Res. 17 (2016)
Keith D. Levin, Aren Jansen, Benjamin Van Durme
Segmental acoustic indexing for zero resource keyword search. ICASSP (2015)
Aren Jansen, Emmanuel Dupoux, Sharon Goldwater, Mark Johnson, Sanjeev Khudanpur, Kenneth Church, Naomi Feldman, Hynek Hermansky, Florian Metze, Richard C. Rose, Mike Seltzer, Pascal Clark, Ian McGraw, Balakrishnan Varadarajan, Erin Bennett, Benjamin Börschinger, Justin T. Chiu, Ewan Dunbar, Abdellah Fourtassi, David Harwath, Chia-ying Lee, Keith D. Levin, Atta Norouzian, Vijayaditya Peddinti, Rachael Richardson, Thomas Schatz, Samuel Thomas
A summary of the 2012 JHU CLSP workshop on zero resource speech technologies and models of early language acquisition. ICASSP (2013)
Keith D. Levin, Katharine Henry, Aren Jansen, Karen Livescu
Fixed-dimensional acoustic embeddings of variable-length segments in low-resource settings. ASRU (2013)