1. A General Framework for Model Adaptation to Meet Practical Constraints in Computer Vision Huang, Shiyuan 2024 Theses Computer scienceDeep learning (Machine learning)Computer vision--Mathematical modelsMachine learning--Mathematical modelsVideo compression
2. The role of model implementation in neuroscientific applications of machine learning Abe, Taiga 2024 Theses NeurosciencesComputer scienceMachine learning--Industrial applicationsMachine learning--Statistical methodsMachine learning--Mathematical modelsDeep learning (Machine learning)Cloud computing
3. Beyond Worst-Case Analysis of Optimization in the Era of Machine Learning Vlatakis Gkaragkounis, Emmanouil Vasileios 2022 Theses Computer scienceArtificial intelligenceMathematics--Study and teachingMachine learning--Mathematical modelsCombinatorial optimization
4. Multiscaling and Machine Learning Approaches to Physics Simulation Chen, Peter Yichen 2022 Theses Computer sciencePhysics--Computer simulationMachine learning--Mathematical modelsDifferential equations, Partial
5. Salience Estimation and Faithful Generation: Modeling Methods for Text Summarization and Generation Kedzie, Christopher 2021 Theses Computer scienceMachine learningMachine learning--Mathematical modelsDecision making--Computer programs