1. Analyzing and Securing Software via Robust and Generalizable Learning Pei, Kexin 2023 Theses Computer scienceComputer software--Security measuresComputer security--Computer programsDeep learning (Machine learning)Neural networks (Computer science)
2. An Open Pipeline for Generating Executable Neural Circuits from Fruit Fly Brain Data Givon, Lev E. 2016 Theses Neural circuitry--Computer simulationNeural circuitryNeural networks (Computer science)Fruit-fliesNeurosciencesComputer science
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. Generative Modeling and Inference in Directed and Undirected Neural Networks Stinson, Patrick 2020 Theses StatisticsComputer scienceNeural networks (Computer science)Distribution (Probability theory)Distribution (Probability theory)--Mathematical models
6. 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
7. Learning to Edit Code : Towards Building General Purpose Models for Source Code Editing Chakraborty, Saikat 2022 Theses Computer scienceNeural networks (Computer science)Computer software--DevelopmentSource code (Computer science)Deep learning (Machine learning)
8. Machine Learning for AI-Augmented Design Space Exploration of Computer Systems Kwon, Jihye 2022 Theses Computer scienceComputer engineeringArtificial intelligenceMachine learning--Industrial applicationsSupercomputersNeural networks (Computer science)
9. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials
10. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
11. Single Channel auditory source separation with neural network Chen, Zhuo 2017 Theses Computer scienceStatisticsNeural networks (Computer science)Source separation (Signal processing)
12. 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