Concepedia

Amit Daniely

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Publications

23

Citations

917

H-Index

16

Active since

2012

Affiliations

Hebrew University of Jerusalem(Current)

Google (United States)

Hebrew College

Amit Daniely is an author at Hebrew University of Jerusalem specializing in computer science, machine learning, and computing.

Publications per year

2012–2020

23

Publications

23

Toward Deeper Understanding of Neural Networks: The Power of Initialization and a Dual View on Expressivity

Amit Daniely, Roy Frostig, Yoram Singer · Neural Information Processing Systems · 2016 · 181 citations

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Complexity theoretic limitations on learning halfspaces

Amit Daniely · 2016 · 101 citations

, , +7

SGD Learns the Conjugate Kernel Class of the Network

Amit Daniely · arXiv (Cornell University) · 2017 · 81 citations · Full text

, , +13

Strongly Adaptive Online Learning

Amit Daniely, Alon Gonen, Shai Shalev‐Shwartz · International Conference on Machine Learning · 2015 · 73 citations

, , +14

From average case complexity to improper learning complexity

Amit Daniely, Nati Linial, Shai Shalev‐Shwartz · 2014 · 66 citations

, , +11

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