1. 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
2. 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
3. Autogenerative Networks Chang, Oscar 2021 Theses Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning
4. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
5. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials
6. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms