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. A New Framework and Novel Techniques to Multimodal Concept Representation and Fusion Lin, Xudong 2024 Theses Computer scienceMachine learning--TechniqueMachine learning--Industrial applicationsClosed captioning
3. Differentiable Simulation for Photonic Design: from Semi-Analytical Methods to Ray Tracing Zhu, Ziwei 2024 Theses Computer scienceMaxwell equations--Numerical solutionsPhotonicsRay tracing algorithms
4. Interpretable Machine Learning Architectures for Efficient Signal Detection with Applications to Gravitational Wave Astronomy Yan, Jingkai 2024 Theses Electrical engineeringComputer scienceDeep learning (Machine learning)AstrophysicsGravitational waves--Detection
5. Market Design for Shared Experiences, Affirmative Action, and Information Provision Bonet Floes, Carlos 2024 Theses Operations researchEconomicsComputer scienceCapital market--Econometric modelsAffirmative action programsElectionsLotteriesBayesian statistical decision theoryMathematical optimization
6. Methods and Tools for Practical Software Testing and Maintenance Saieva, Anthony 2024 Theses Computer scienceComputer security--Computer programsComputer software--Security measuresDebugging in computer science--Computer programs
7. Simulation Based Testing for Autonomous Driving Systems Zhong, Ziyuan 2024 Theses Computer scienceAutonomous vehiclesTraffic regulationsComputer simulationTesting--Simulation methodsNeural networks (Computer science)--Industrial applications
8. 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
9. Towards Self-Managing Networked Cyber-Physical Systems Janak, Jan 2024 Theses Computer scienceCooperating objects (Computer systems)Electric utilitiesElectric power failuresInternet of thingsAmazon.com (Firm)
10. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation