BZPEER
More

Discover

About BZPEERSearchGraph

Research tools

HomeCollectionsResearchCollaborationPublish

Network

ExpertsCommunities

Opportunities

Listings

Account

Log inCreate account
Log inCreate account

Graph explorer

Research map

Explore the papers, people and topics connected to your research.

Justin Sirignano
SearchCollections
Map detail
Justin Sirignano11 visible / 11 total nodes / 29 links

Drag to move · Scroll or pinch to zoom · Select a node for details

Related contextCo-authorshipCo-authorshipCo-authorshipWorks onAuthorshipAuthorshipAuthorshipWorks onWorks onWorks onWorks onWorks onAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipAuthorshipTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalTopic signalJustin SirignanoAJustin SirignanoResearcherConvergence Analysis of Newton's Method for Neural Networks in the Overparameterized LimitWConvergence Analysis of...preprint / 2026Konstantinos SpiliopoulosAKonstantinos SpiliopoulosResearcherKonstantin RiedlAKonstantin RiedlResearcherOnline Adjoint Methods for Optimization of PDEsWOnline Adjoint Methods ...preprint / 2022Scaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global MinimumWScaling Limit of Neural...preprint / 2022Deep Learning for Limit Order BooksWDeep Learning for Limit...preprint / 2016Machine LearningTMachine Learning49008 worksmath.PRTmath.PR7239 worksA Forward Propagation Algorithm for Online Optimization of Nonlinear Stochastic Differential EquationsWA Forward Propagation A...preprint / 2022Kernel Limit for a Class of Recurrent Neural Networks Trained on Ergodic Data SequencesWKernel Limit for a Clas...preprint / 2026
Person10 links

Justin Sirignano

Researcher

PaperConvergence Analysis of Newton's Method for Neural Networks in the Overparameterized LimitAuthorship / preprint / 2026PersonKonstantinos SpiliopoulosCo-authorship / ResearcherPersonKonstantin RiedlCo-authorship / ResearcherPaperOnline Adjoint Methods for Optimization of PDEsAuthorship / preprint / 2022PaperScaling Limit of Neural Networks with the Xavier Initialization and Convergence to a Global MinimumAuthorship / preprint / 2022PaperDeep Learning for Limit Order BooksAuthorship / preprint / 2016TopicMachine LearningWorks on / 49008 worksTopicmath.PRWorks on / 7239 works

Personal maps

Sign in to save graph views

Saved views keep the query, focus and filters attached so you can return to the same research slice later.

Sign in

Public snapshots

1 shared view(s)