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1. A Mathematical Study of Learning Dynamics

Keller, Rachael Tara
2021
Theses
MathematicsMachine learningMachine learning--Mathematical modelsNeural networks (Computer science)Numerical analysis

2. Autogenerative Networks

Chang, Oscar
2021
Theses
Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning

3. Decoding Starlight with Big Survey Data, Machine Learning, and Cosmological Simulations

Blancato, Kirsten Nicole
2020
Theses
AstronomyAstrophysicsStars--ObservationsGalaxies--EvolutionMachine learningCosmology--Computer simulationTime-series analysisStatisticsNeural networks (Computer science)

4. Generative Modeling and Inference in Directed and Undirected Neural Networks

Stinson, Patrick
2020
Theses
StatisticsComputer scienceNeural networks (Computer science)Distribution (Probability theory)Distribution (Probability theory)--Mathematical models

5. SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials

Heider, Yousef; Wang, Kun; Sun, WaiChing
2020
Articles
Materials scienceCrystals--Plastic propertiesNeural networks (Computer science)Lie algebrasSupervised learning (Machine learning)

6. When Can Nonconvex Optimization Problems be Solved with Gradient Descent? A Few Case Studies

Gilboa, Dar
2020
Theses
Computer scienceNeural networks (Computer science)Machine learningNonconvex programming

7. Advances in Deep Generative Modeling With Applications to Image Generation and Neuroscience

Loaiza Ganem, Gabriel
2019
Theses
StatisticsMachine learningComputer simulationNeurosciences--Data processingNeural networks (Computer science)Digital images

8. Battery State-of-Charge Estimation Using Neural Networks

Liao, Chenyao
2019
Theses
Electrical engineeringBattery management systemsElectric batteriesLithium ion batteriesMachine learningNeural networks (Computer science)

9. Recurrent computation in brains and machines

Cueva, Christopher
2019
Theses
NeurosciencesNeural networks (Neurobiology)Computational biologyNeural networks (Computer science)Human behavior

10. Simulating drug responses in laboratory test time series with deep generative modeling

Yahi, Alexandre
2019
Theses
BioinformaticsPharmacologyDecision support systemsMachine learningNeural networks (Computer science)