default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDQuynh Nguyen 0001
Person information
- affiliation: Saarland University, Department of Computer Science, Saarbrücken, Germany
- affiliation: Max Planck Institute for Informatics, Saarbrücken, Germany
Other persons with the same name
- Quynh Nguyen — disambiguation page
- Quynh Nguyen 0002 — University of Southern California, Ming Hsieh Department of Electrical Engineering, LA, USA
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2021
[c13]Quynh Nguyen:
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths. ICML 2021: 8056-8062- [c12]Quynh Nguyen, Marco Mondelli, Guido F. Montúfar:
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks. ICML 2021: 8119-8129 - [c11]Quynh Nguyen, Pierre Bréchet, Marco Mondelli:
When Are Solutions Connected in Deep Networks? NeurIPS 2021: 20956-20969 - [i15]Quynh Nguyen:
A Note on Connectivity of Sublevel Sets in Deep Learning. CoRR abs/2101.08576 (2021) - [i14]Quynh Nguyen:
On the Proof of Global Convergence of Gradient Descent for Deep ReLU Networks with Linear Widths. CoRR abs/2101.09612 (2021) - [i13]Quynh Nguyen:
A Fully Rigorous Proof of the Derivation of Xavier and He's Initialization for Deep ReLU Networks. CoRR abs/2101.12017 (2021) - [i12]Quynh Nguyen, Pierre Bréchet, Marco Mondelli:
On Connectivity of Solutions in Deep Learning: The Role of Over-parameterization and Feature Quality. CoRR abs/2102.09671 (2021) - 2020
- [c10]Quynh Nguyen, Marco Mondelli:
Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. NeurIPS 2020 - [i11]Quynh Nguyen, Marco Mondelli:
Global Convergence of Deep Networks with One Wide Layer Followed by Pyramidal Topology. CoRR abs/2002.07867 (2020) - [i10]Quynh Nguyen, Marco Mondelli, Guido Montúfar:
Tight Bounds on the Smallest Eigenvalue of the Neural Tangent Kernel for Deep ReLU Networks. CoRR abs/2012.11654 (2020)
2010 – 2019
- 2019
- [c9]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 - [c8]Quynh Nguyen:
On Connected Sublevel Sets in Deep Learning. ICML 2019: 4790-4799 - [i9]Quynh Nguyen:
On Connected Sublevel Sets in Deep Learning. CoRR abs/1901.07417 (2019) - 2018
- [c7]Quynh Nguyen, Matthias Hein:
The loss surface and expressivity of deep convolutional neural networks. ICLR (Workshop) 2018 - [c6]Quynh Nguyen, Matthias Hein:
Optimization Landscape and Expressivity of Deep CNNs. ICML 2018: 3727-3736 - [c5]Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein:
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions. ICML 2018: 3737-3746 - [i8]Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein:
Neural Networks Should Be Wide Enough to Learn Disconnected Decision Regions. CoRR abs/1803.00094 (2018) - [i7]Quynh Nguyen, Mahesh Chandra Mukkamala, Matthias Hein:
On the loss landscape of a class of deep neural networks with no bad local valleys. CoRR abs/1809.10749 (2018) - 2017
- [j1]Quynh Nguyen, Francesco Tudisco
, Antoine Gautier, Matthias Hein:
An Efficient Multilinear Optimization Framework for Hypergraph Matching. IEEE Trans. Pattern Anal. Mach. Intell. 39(6): 1054-1075 (2017) - [c4]Quynh Nguyen, Matthias Hein:
The Loss Surface of Deep and Wide Neural Networks. ICML 2017: 2603-2612 - [i6]Quynh Nguyen, Matthias Hein:
The loss surface of deep and wide neural networks. CoRR abs/1704.08045 (2017) - [i5]Quynh Nguyen, Matthias Hein:
The loss surface and expressivity of deep convolutional neural networks. CoRR abs/1710.10928 (2017) - 2016
- [c3]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-Shot Classification. CVPR 2016: 69-77 - [c2]Antoine Gautier, Quynh Nguyen, Matthias Hein:
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods. NIPS 2016: 1687-1695 - [i4]Yongqin Xian, Zeynep Akata, Gaurav Sharma, Quynh Nguyen, Matthias Hein, Bernt Schiele:
Latent Embeddings for Zero-shot Classification. CoRR abs/1603.08895 (2016) - [i3]Antoine Gautier, Quynh Nguyen, Matthias Hein:
Globally Optimal Training of Generalized Polynomial Neural Networks with Nonlinear Spectral Methods. CoRR abs/1610.09300 (2016) - 2015
- [c1]Quynh Nguyen Ngoc, Antoine Gautier, Matthias Hein:
A flexible tensor block coordinate ascent scheme for hypergraph matching. CVPR 2015: 5270-5278 - [i2]Quynh Nguyen Ngoc, Antoine Gautier, Matthias Hein:
A Flexible Tensor Block Coordinate Ascent Scheme for Hypergraph Matching. CoRR abs/1504.07907 (2015) - [i1]Quynh Nguyen, Francesco Tudisco, Antoine Gautier, Matthias Hein:
An Efficient Multilinear Optimization Framework for Hypergraph Matching. CoRR abs/1511.02667 (2015)
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-10-23 21:24 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
