1. 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
2. Algorithm-Hardware Co-design for Ultra-Low-Power Machine Learning and Neuromorphic Computing Wang, Dewei 2023 Theses Electrical engineeringMachine learningNeuromorphicsArtificial intelligenceInternet of thingsNeural networks (Computer science)
3. A Mathematical Study of Learning Dynamics Keller, Rachael Tara 2021 Theses MathematicsMachine learningMachine learning--Mathematical modelsNeural networks (Computer science)Numerical analysis
4. Autogenerative Networks Chang, Oscar 2021 Theses Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning
5. 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)
6. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
7. Energy-Efficient Hardware Design for Machine Learning with In-Memory Computing Zhang, Bo 2024 Theses Electrical engineeringMachine learningNeural networks (Computer science)Natural language processing (Computer science)Macro instructions (Electronic computers)
8. Geometry-Informed Data-Driven Mechanics Bahmani, Bahador 2024 Theses Civil engineering--Mathematical modelsMechanical engineering--Mathematical modelsManifolds (Mathematics)Neural networks (Computer science)Machine learning
9. Learning-Based Methods for Comparing Sequences, with Applications to Audio-to-MIDI Alignment and Matching Raffel, Colin 2016 Theses Signal processingNeural networks (Computer science)Machine learningComputer scienceMusicElectrical engineering
10. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials