Concepedia

Jonathan Lorraine

JL

Statistics

Publications

5

Citations

232

H-Index

5

Active since

2018

Affiliations

University of Toronto(Current)

Jonathan Lorraine is an author at University of Toronto specializing in computer science, engineering, and artificial intelligence.

Top concepts

EngineeringComputer ScienceMachine LearningArtificial IntelligenceData ScienceDeep LearningComputer EngineeringMathematical Programming3D ModelingRobot Learning

Publications per year

2018–2023

5

Publications

5

Stochastic Hyperparameter Optimization through Hypernetworks

Jonathan Lorraine, David Duvenaud · arXiv (Cornell University) · 2018 · 87 citations · Full text

Artificial Intelligence, Mathematical Programming, Model Optimization +13

ATT3D: Amortized Text-to-3D Object Synthesis

Jonathan Lorraine, Kevin Xie, Xiaohui Zeng et al. · 2023 · 45 citations

Artificial Intelligence, Engineering, Machine Learning +18

Optimizing Millions of Hyperparameters by Implicit Differentiation

Jonathan Lorraine, Paul Vicol, David Duvenaud · arXiv (Cornell University) · 2019 · 43 citations · Full text

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +14

Understanding Neural Architecture Search Techniques

George Alexandru Adam, Jonathan Lorraine · arXiv (Cornell University) · 2019 · 29 citations · Full text

Artificial Intelligence, Large Ai Model, Ai Architecture +14

Self-Tuning Networks: Bilevel Optimization of Hyperparameters using Structured Best-Response Functions

Matthew Mackay, Paul Vicol, Jonathan Lorraine et al. · arXiv (Cornell University) · 2019 · 28 citations · Full text

Artificial Intelligence, Mathematical Programming, Bilevel Optimization +16

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