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Erez Peterfreund
Postdoc, Yale University
Joined
September 2019
Names
Erez Peterfreund
(Preferred)
,
Erez P
Emails
****@cs.huji.ac.il
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Postdoc
Yale University
(yale.edu)
2023
–
Present
Advisors, Relations & Conflicts
Coauthor
Amir Globerson
Present
Coauthor
Ioannis Kevrekidis
Present
Coauthor
Ofir Lindenbaum
Present
Coauthor
Felix Dietrich
Present
Coauthor
Boris Landa
Present
Coauthor
Ariel Jaffe
Present
Coauthor
Ronald R. Coifman
Present
Coauthor
Matan Gavish
Present
Coauthor
Yuval Kluger
Present
Expertise
Manifold Learning
,
Dimensionality Reduction
Present
Deep Learning
,
Autoencoders
Present
Publications
Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data
Erez Peterfreund
,
Ofir Lindenbaum
,
Yuval Kluger
,
Boris Landa
ICML 2025 oral
Readers:
Everyone
Partition First, Embed Later: Laplacian-Based Feature Partitioning for Refined Embedding and Visualization of High-Dimensional Data
Erez Peterfreund
,
Ofir Lindenbaum
,
Yuval Kluger
,
Boris Landa
Submitted to ICLR 2025
Readers:
Everyone
Gappy local conformal auto-encoders for heterogeneous data fusion: in praise of rigidity
Erez Peterfreund
,
Iryna Burak
,
Ofir Lindenbaum
,
Jim Gimlett
,
Felix Dietrich
,
Ronald R. Coifman
,
Ioannis G. Kevrekidis
CoRR 2023
Readers:
Everyone
Differentiable Unsupervised Feature Selection based on a Gated Laplacian
Ofir Lindenbaum
,
Uri Shaham
,
Erez Peterfreund
,
Jonathan Svirsky
,
Nicolas Aidan Casey
,
Yuval Kluger
Published: 09 Nov 2021, Last Modified: 05 May 2023
NeurIPS 2021 Poster
Readers:
Everyone
Differentiable Unsupervised Feature Selection based on a Gated Laplacian
Ofir Lindenbaum
,
Uri Shaham
,
Erez Peterfreund
,
Jonathan Svirsky
,
Nicolas Casey
,
Yuval Kluger
Published: 01 Jan 2021, Last Modified: 27 Apr 2023
NeurIPS 2021
Readers:
Everyone
The Spectral Underpinning of word2vec
Ariel Jaffe
,
Yuval Kluger
,
Ofir Lindenbaum
,
Jonathan Patsenker
,
Erez Peterfreund
,
Stefan Steinerberger
2020 (modified: 13 Mar 2022)
Frontiers Appl. Math. Stat. 2020
Readers:
Everyone
LOCA: LOcal Conformal Autoencoder for standardized data coordinates
Erez Peterfreund
,
Ofir Lindenbaum
,
Felix Dietrich
,
Tom Bertalan
,
Matan Gavish
,
Ioannis G. Kevrekidis
,
Ronald R. Coifman
2020 (modified: 13 Mar 2022)
CoRR 2020
Readers:
Everyone
Optimal Strategies Against Generative Attacks
Roy Mor
,
Erez Peterfreund
,
Matan Gavish
,
Amir Globerson
2020 (modified: 31 Mar 2023)
ICLR 2020
Readers:
Everyone
Co-Authors
Amir Globerson
Ariel Jaffe
Boris Landa
Felix Dietrich
Ioannis G. Kevrekidis
Iryna Burak
Jim Gimlett
Jonathan Patsenker
Jonathan Svirsky
Matan Gavish
Nicolas Aidan Casey
Nicolas Casey
Ofir Lindenbaum
Ronald R. Coifman
Roy Mor
Stefan Steinerberger
Tom Bertalan
Uri Shaham
Yuval Kluger