Concepedia

Mihaela Rosca

MR

8

Publications

686

Citations

8

H-Index

2016

Active since

Affiliations

Google (United States)(Current)

Mihaela Rosca is an author at Google (United States) specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningDeep LearningArtificial IntelligenceData ScienceGenerative ModelsAdversarial Machine LearningPhysicsRobot Learning

Publications per year

2016–2020

8

Publications

8

Variational Approaches for Auto-Encoding Generative Adversarial Networks

Mihaela Rosca, Balaji Lakshminarayanan, David Warde-Farley et al. · arXiv (Cornell University) · 2017 · 247 citations · Full text

Artificial Intelligence, Generative System, Engineering +14

Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step

William Fedus, Mihaela Rosca, Balaji Lakshminarayanan et al. · arXiv (Cornell University) · 2017 · 100 citations · Full text

Artificial Intelligence, Many Paths, Engineering +14

Monte Carlo Gradient Estimation in Machine Learning

Shakir Mohamed, Mihaela Rosca, Michael Figurnov et al. · arXiv (Cornell University) · 2019 · 85 citations · Full text

Artificial Intelligence, Model Optimization, Hyperparameter Estimation +13

Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step

William Fedus, Mihaela Rosca, Balaji Lakshminarayanan et al. · International Conference on Learning Representations · 2018 · 73 citations

Artificial Intelligence, Many Paths, Engineering +14

Deep Compressed Sensing

Yan Wu, Mihaela Rosca, Timothy Lillicrap · arXiv (Cornell University) · 2019 · 58 citations · Full text

Elegant Framework, Engineering, Machine Learning +16

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