Ido Nachum

22 papers A* 3B 4C 1Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
The Structure of Cross-Validation Error: Stability, Covariance, and Minimax Limits.
CoRR
Ido Nachum, Rüdiger L. Urbanke, Thomas Weinberger
2024 J jnl
Batch Normalization Decomposed.
CoRR
Ido Nachum, Marco Bondaschi, Michael Gastpar, Anatoly Khina
2024 A* conf
Fantastic Generalization Measures are Nowhere to be Found.
ICLR
Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger
2024 J jnl
Which Algorithms Have Tight Generalization Bounds?
CoRR
Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger
2023 J jnl
Fantastic Generalization Measures are Nowhere to be Found.
CoRR
Michael Gastpar, Ido Nachum, Jonathan Shafer, Thomas Weinberger
2022 A* conf
A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs.
ICLR
Ido Nachum, Jan Hazla, Michael Gastpar, Anatoly Khina
2022 B conf
Finite Littlestone Dimension Implies Finite Information Complexity.
ISIT
Aditya Pradeep, Ido Nachum, Michael Gastpar
2022 J jnl
Finite Littlestone Dimension Implies Finite Information Complexity.
CoRR
Aditya Pradeep, Ido Nachum, Michael Gastpar
2021 J jnl
A Johnson-Lindenstrauss Framework for Randomly Initialized CNNs.
CoRR
Ido Nachum, Jan Hazla, Michael Gastpar, Anatoly Khina
2021 J jnl
Almost-Reed-Muller Codes Achieve Constant Rates for Random Errors.
IEEE Trans. Inf. Theory
Emmanuel Abbe, Jan Hazla, Ido Nachum
2021 J jnl
Regularization by Misclassification in ReLU Neural Networks.
CoRR
Elisabetta Cornacchia, Jan Hazla, Ido Nachum, Amir Yehudayoff
2020 J jnl
Almost-Reed-Muller Codes Achieve Constant Rates for Random Errors.
CoRR
Emmanuel Abbe, Jan Hazla, Ido Nachum
2020 B conf
On Symmetry and Initialization for Neural Networks.
LATIN
Ido Nachum, Amir Yehudayoff
2020 C conf
On the Perceptron's Compression.
CiE
Shay Moran, Ido Nachum, Itai Panasoff, Amir Yehudayoff
2019 B conf
Average-Case Information Complexity of Learning.
ALT
Ido Nachum, Amir Yehudayoff
2019 J jnl
On Symmetry and Initialization for Neural Networks.
CoRR
Ido Nachum, Amir Yehudayoff
2018 A* conf
A Direct Sum Result for the Information Complexity of Learning.
COLT
Ido Nachum, Jonathan Shafer, Amir Yehudayoff
2018 J jnl
A Direct Sum Result for the Information Complexity of Learning.
CoRR
Ido Nachum, Jonathan Shafer, Amir Yehudayoff
2018 J jnl
Average-Case Information Complexity of Learning.
CoRR
Ido Nachum, Amir Yehudayoff
2018 B conf
Learners that Use Little Information.
ALT
Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff
2018 J jnl
On the Perceptron's Compression.
CoRR
Shay Moran, Ido Nachum, Itai Panasoff, Amir Yehudayoff
2017 J jnl
Learners that Leak Little Information.
CoRR
Raef Bassily, Shay Moran, Ido Nachum, Jonathan Shafer, Amir Yehudayoff