Erez Peterfreund

According to our database, Erez Peterfreund authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2023

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

2021

Differentiable Unsupervised Feature Selection based on a Gated Laplacian.

Ofir Lindenbaum, Uri Shaham, Erez Peterfreund, Jonathan Svirsky, Nicolas Casey, Yuval Kluger

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

The Spectral Underpinning of word2vec.

Ariel Jaffe, Yuval Kluger, Ofir Lindenbaum, Jonathan Patsenker, Erez Peterfreund, Stefan Steinerberger

Frontiers Appl. Math. Stat., 2020

Let the Data Choose its Features: Differentiable Unsupervised Feature Selection.

Ofir Lindenbaum, Uri Shaham, Jonathan Svirsky, Erez Peterfreund, Yuval Kluger

CoRR, 2020

LOCA: LOcal Conformal Autoencoder for standardized data coordinates.

Erez Peterfreund, Ofir Lindenbaum, Felix Dietrich, Tom Bertalan, Matan Gavish, Ioannis G. Kevrekidis, Ronald R. Coifman

CoRR, 2020

Optimal Strategies Against Generative Attacks.

Roy Mor, Erez Peterfreund, Matan Gavish, Amir Globerson

Proceedings of the 8th International Conference on Learning Representations, 2020