1. 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
2. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
3. Adaptive and Effective Fuzzing: a Data-Driven Approach She, Dongdong 2023 Theses Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation
4. AI and the Writer: How Language Models Support Creative Writers Gero, Katy Ilonka 2023 Theses Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing
5. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
6. 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)
7. A Sparse Learning Approach for Linux Kernel Data Race Prediction Ryan, Gabriel 2023 Theses Computer scienceOperating systems (Computers)Fourier analysisThreads (Computer programs)Machine learningDebugging in computer science--Computer programsLinux
8. Bayesian Auction Design and Approximation Jin, Yaonan 2023 Theses Computer scienceEconomics--Mathematical modelsEconomics--Computer programsAuctions--Mathematical modelsPricing--Econometric modelsBayesian statistical decision theory--Mathematical modelsComputer algorithms
9. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
10. Designing Exploratory Search Systems that Stimulate Memory and Reduce Cognitive Load Petridis, Savvas Dimitrios 2023 Theses Computer scienceArtificial intelligenceElectronic information resource searchingMemoryGraphic design (Typography)Journalists
11. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture Repetti, Thomas James 2023 Theses Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design
12. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics Shi, Weiyan 2023 Theses Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs
13. Grounded and Consistent Question Answering Alberti, Christopher Brian 2023 Theses Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics
14. Interfaces for Personalized Language Learning with Generative Language Models Kwon, Taeahn 2023 Theses Computer scienceArtificial intelligence--Computer programsSecond language acquisition--Computer-assisted instructionSecond language acquisition
15. Learning Video Representation from Self-supervision Chen, Brian 2023 Theses Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction
16. Leveraging network structures in understanding node predictions and fairness Zhang, Yiguang 2023 Theses Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction
17. New Container Architectures for Mobile, Drone, and Cloud Computing Van't Hof, Alexander Edward 2023 Theses Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps
18. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
19. Social Addictive Gameful Engineering (SAGE): A Game-based Learning and Assessment System for Computational Thinking Bender, Jeff 2023 Theses Computer scienceEducational technologyEducational games--Computer-assisted instructionScratch (Computer program language)Thought and thinking--Computer programsVideo games in education
20. Some Aspects of Noncommutativity in Polynomial Optimization Mousavi Haji, Seyyed Hamoon 2023 Theses Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics