Quynh Nguyen

Publication Activity (10 Years)

Years Active: 2017-2021
Publications (10 Years): 9

Top Topics

Surface Features

Top Venues

ICLR (Workshop)

Publications

Quynh Nguyen, Pierre Bréchet, Marco Mondelli
When Are Solutions Connected in Deep Networks? NeurIPS (2021)
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
On the loss landscape of a class of deep neural networks with no bad local valleys. ICLR (Poster) (2019)
Quynh Nguyen, Matthias Hein
The loss surface and expressivity of deep convolutional neural networks. ICLR (Workshop) (2018)
Quynh Nguyen, Matthias Hein
Optimization Landscape and Expressivity of Deep CNNs. ICML (2018)
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions. ICML (2018)
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
On the loss landscape of a class of deep neural networks with no bad local valleys. CoRR (2018)
Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions. CoRR (2018)
Quynh Nguyen, Matthias Hein
The Loss Surface of Deep and Wide Neural Networks. ICML (2017)
Quynh Nguyen, Matthias Hein
The loss surface and expressivity of deep convolutional neural networks. CoRR (2017)