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. Generating Faithful and Complete Hospital-Course Summaries from the Electronic Health Record Adams, Griffin 2024 Theses BioinformaticsMedical records--Data processingBurn out (Psychology)Hospital patientsMedical personnel and patient
5. 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
6. Simulation Based Testing for Autonomous Driving Systems Zhong, Ziyuan 2024 Theses Computer scienceAutonomous vehiclesTraffic regulationsComputer simulationTesting--Simulation methodsNeural networks (Computer science)--Industrial applications
7. Towards Self-Managing Networked Cyber-Physical Systems Janak, Jan 2024 Theses Computer scienceCooperating objects (Computer systems)Electric utilitiesElectric power failuresInternet of thingsAmazon.com (Firm)
8. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
9. Adaptive and Effective Fuzzing: a Data-Driven Approach She, Dongdong 2023 Theses Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation
10. AI and the Writer: How Language Models Support Creative Writers Gero, Katy Ilonka 2023 Theses Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing
11. 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)
12. 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
13. 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
14. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
15. Computational Models of Argument Structure and Argument Quality for Understanding Misinformation Alhindi, Tariq 2023 Theses Artificial intelligenceMachine learning--Industrial applicationsDisinformationMisinformationTruthfulness and falsehood
16. 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
17. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture Repetti, Thomas James 2023 Theses Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design
18. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics Shi, Weiyan 2023 Theses Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs
19. Faithfulness in Abstractive Summarization: Progress and Challenges Ladhak, Faisal 2023 Theses Computer scienceAbstract data types (Computer science)Machine learningLogic machines
20. Grounded and Consistent Question Answering Alberti, Christopher Brian 2023 Theses Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics
21. Interpretable Machine Learning for the Social Sciences: Applications in Political Science and Labor Economics Vafa, Keyon 2023 Theses Artificial intelligenceMachine learningLabor economicsDecision makingWages--Women
22. Learning Video Representation from Self-supervision Chen, Brian 2023 Theses Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction
23. Leveraging network structures in understanding node predictions and fairness Zhang, Yiguang 2023 Theses Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction
24. New Container Architectures for Mobile, Drone, and Cloud Computing Van't Hof, Alexander Edward 2023 Theses Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps
25. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
26. "Seeing Red" or "Tickled Pink"? Investigating the Power of Language and Vision Models through Color, Emotion, and Metaphor Winn, Olivia 2023 Theses Artificial intelligenceLinguisticsLanguage and colorArt, AbstractEmotions in artEmotional intelligence
27. 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
28. Some Aspects of Noncommutativity in Polynomial Optimization Mousavi Haji, Seyyed Hamoon 2023 Theses Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics
29. Toward Annotation Efficiency in Biased Learning Settings for Natural Language Processing Effland, Thomas 2023 Theses Computer scienceStatisticsNatural language processing (Computer science)Artificial intelligenceGrammar, Comparative and general--Syntax
30. Toward A Secure Account Recovery: Machine Learning Based User Modeling for protection of Account Recovery in a Managed Environment Alubala, Amos Imbati 2023 Theses Computer scienceMachine learning--Industrial applicationsData recovery (Computer science)CyberterrorismRandom noise theory
31. Towards Causal Reinforcement Learning Zhang, Junzhe 2023 Theses Artificial intelligenceReinforcement learningMachine learningOperations management
32. Using Linguistic Features to Improve Prosody for Text-to-Speech Sloan, Rose 2023 Theses Computer scienceText-to-speech softwareVersificationConversationRadio programs
33. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis Weng, Lingmei 2023 Theses Computer scienceDebugging in computer science--Computer programsComputer software--Evaluation
34. Algorithmic Design for Social Networks: Inequality, Bias, and Diversity Stoica, Ana-Andreea 2022 Theses Computer scienceSocial networks--Computer network resourcesMinoritiesAlgorithms--Computer programsResource allocation--Mathematical models
35. 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
36. Deep Self-Modeling for Robotic Systems Kwiatkowski, Robert 2022 Theses Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)
37. Detection, Triage, and Attribution of PII Phishing Sites Roellke, Dennis 2022 Theses Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)
38. Efficient Machine Teaching Frameworks for Natural Language Processing Karamanolakis, Ioannis 2022 Theses Artificial intelligenceDeep learning (Machine learning)Machine learningNeural networks (Computer science)--Industrial applicationsAmazon.com (Firm)
39. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
40. Efficient recovery algorithms with restricted access to strings Sinha, Sandip 2022 Theses Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory
41. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization Li, Daniel 2022 Theses Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching
42. Hardware-Software Co-design for Practical Memory Safety Hassan, Mohamed 2022 Theses Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs
43. Harnessing Simulated Data with Graphs Maia, Henrique Teles 2022 Theses Computer scienceComputer simulationGraph algorithmsGraph theory
44. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating Bayat, Niloofar 2022 Theses Computer scienceInternet service providersInternet marketingPricing--Econometric models
45. Learning Mobile Manipulation Watkins, David Joseph 2022 Theses RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications
46. 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)
47. 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)
48. Machine Learning for Gravitational-Wave Astronomy: Methods and Applications for High-Dimensional Laser Interferometry Data Colgan, Robert Edward 2022 Theses Computer scienceAstrophysicsMachine learning--Industrial applicationsGravity waves--Computer programsLaser interferometryEinstein, Albert, 1879-1955
49. Multi-Functional Interfaces for Accelerators Piccolboni, Luca 2022 Theses Computer scienceComputer engineeringSystems on a chip--Design and constructionComputer security
50. Multiscaling and Machine Learning Approaches to Physics Simulation Chen, Peter Yichen 2022 Theses Computer sciencePhysics--Computer simulationMachine learning--Mathematical modelsDifferential equations, Partial