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2105.05553
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Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks
12 May 2021
Guy Hacohen
D. Weinshall
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Papers citing
"Principal Components Bias in Over-parameterized Linear Models, and its Manifestation in Deep Neural Networks"
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Title
Many Perception Tasks are Highly Redundant Functions of their Input Data
Rahul Ramesh
Anthony Bisulco
Ronald W. DiTullio
Linran Wei
Vijay Balasubramanian
Kostas Daniilidis
Pratik Chaudhari
41
2
0
18 Jul 2024
What do CNNs Learn in the First Layer and Why? A Linear Systems Perspective
Rhea Chowers
Yair Weiss
33
2
0
06 Jun 2022
Active Learning on a Budget: Opposite Strategies Suit High and Low Budgets
Guy Hacohen
Avihu Dekel
D. Weinshall
124
116
0
06 Feb 2022
1