Spurious Valleys in One-hidden-layer Neural Network Optimization Landscapes

By Luca Venturi, Afonso S. Bandeira, Joan Bruna. 2019

87 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Seyed Iman Mirzadeh
2. Mehrdad Farajtabar
3. Liyuan Wang
4. Dilan Gorur
5. Razvan Pascanu
6. Hassan Ghasemzadeh
7. Thang Van Doan
8. Xingxing Zhang

Citations in the corpus

• Linear Mode Connectivity in Multitask and Continual Learning (2020, background): “Recently, various works provided different theoretical explanations for mode connectivity in different scenarios (Venturi et al., 2019; Kuditipudi et al., 2019) either by relying on over-parametrization or concepts such as noise-stability or dropout-stability.”