1. 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
2. Weak lensing cosmology and its astrophysical systematics through machine learning Lu, Tianhuan 2023 Theses AstronomyCosmologyMachine learningAstrophysicsSpectrum analysisBaryons
3. Using machine learning to predict gene expression and discover sequence motifs Li, Xuejing 2012 Theses Machine learningGene expressionAlgorithmsComputer simulation
4. Using Machine Learning to improve Internet Privacy Zimmeck, Sebastian 2017 Theses Computer securityMachine learningInternet--Law and legislationComputer security--Law and legislationInternet--Security measuresComputer scienceLaw
5. Unsupervised Representation Learning with Correlations Tang, Da 2020 Theses Computer scienceMachine learningCorrelation (Statistics)--Data processingMathematical optimization--Computer programsComputer algorithms
6. Understanding the Utility of Social Risk Factors Documented in Clinical Notes to Predict Hospitalization and Emergency Department Visits in Home Healthcare Hobensack, Mollie 2023 Theses NursingHome health aidesMachine learningHospital patientsRacism in medicineBioinformatics--Methodology
7. Ultra-Low-Power IoT Solutions for Sound Source Localization: Combining Mixed-Signal Processing and Machine Learning de Godoy Peixoto, Daniel 2019 Theses Electrical engineeringHeadphonesSignal processing--Digital techniquesAcoustic localizationMachine learning
8. Towards Causal Reinforcement Learning Zhang, Junzhe 2023 Theses Artificial intelligenceReinforcement learningMachine learningOperations management
9. The Transparent, Concurrent, and Collaborative Health Record: Methods to Improve Patients' Comprehension of Health Information Liu, Lisa Grossman 2021 Theses Information technologyMedicineHealth--Information servicesHealth--Information resourcesMachine learningPhysician and patient
10. The Polysemia of Recognition: Facial Recognition in Algorithmic Management Watkins, Elizabeth Anne 2021 Theses CommunicationSociologyArtificial intelligenceHuman-computer interactionHuman face recognition (Computer science)Computer algorithmsMachine learningCOVID-19 (Disease)--Social aspectsMinority report (Motion picture)