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
11. Adaptive and Effective Fuzzing: a Data-Driven Approach She, Dongdong 2023 Theses Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation
12. AI and the Writer: How Language Models Support Creative Writers Gero, Katy Ilonka 2023 Theses Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing
13. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
14. 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)
15. 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
16. 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
17. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
18. Computer Vision-Powered Applications for Interpreting and Interacting with Movement Hindi, Basel 2023 Theses Computer visionAssistive computer technologyPeople with visual disabilitiesComputer science
19. 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
20. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture Repetti, Thomas James 2023 Theses Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design
21. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics Shi, Weiyan 2023 Theses Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs
22. Faithfulness in Abstractive Summarization: Progress and Challenges Ladhak, Faisal 2023 Theses Computer scienceAbstract data types (Computer science)Machine learningLogic machines
23. Grounded and Consistent Question Answering Alberti, Christopher Brian 2023 Theses Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics
24. 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
25. Learning Video Representation from Self-supervision Chen, Brian 2023 Theses Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction
26. Leveraging network structures in understanding node predictions and fairness Zhang, Yiguang 2023 Theses Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction
27. New Container Architectures for Mobile, Drone, and Cloud Computing Van't Hof, Alexander Edward 2023 Theses Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps
28. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
29. 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
30. Some Aspects of Noncommutativity in Polynomial Optimization Mousavi Haji, Seyyed Hamoon 2023 Theses Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics
31. Symposium on Advances in Ocean Observation Rajan, Kanna; Alvera-Azcárate, Aida; Eidsvik, Jo; Subramaniam, Ajit 2023 Articles OceanographyOceanography--ObservationsRoboticsComputer science
32. 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
33. 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
34. Using Linguistic Features to Improve Prosody for Text-to-Speech Sloan, Rose 2023 Theses Computer scienceText-to-speech softwareVersificationConversationRadio programs
35. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis Weng, Lingmei 2023 Theses Computer scienceDebugging in computer science--Computer programsComputer software--Evaluation
36. 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
37. 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
38. Controls on Surface and Sedimentary Processes on Continental Margins from Geophysical Data: New Insights at Cascadia, Galicia, and the Eastern North American Margin Gibson, James Charles 2022 Theses GeophysicsGeomorphologyComputer sciencePleistocene Geologic EpochBathymetric mapsContinental marginsLamont-Doherty Earth Observatory
39. Deep Networks Through the Lens of Low-Dimensional Structure: Towards Mathematical and Computational Principles for Nonlinear Data Buchanan, Sam 2022 Theses Computer scienceMathematicsElectrical engineeringDeep learning (Machine learning)Neural networks (Computer science)--Mathematical modelsLow-dimensional topology
40. Deep Self-Modeling for Robotic Systems Kwiatkowski, Robert 2022 Theses Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)
41. Detection, Triage, and Attribution of PII Phishing Sites Roellke, Dennis 2022 Theses Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)
42. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
43. Efficient recovery algorithms with restricted access to strings Sinha, Sandip 2022 Theses Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory
44. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization Li, Daniel 2022 Theses Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching
45. Hardware-Software Co-design for Practical Memory Safety Hassan, Mohamed 2022 Theses Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs
46. Harnessing Simulated Data with Graphs Maia, Henrique Teles 2022 Theses Computer scienceComputer simulationGraph algorithmsGraph theory
47. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating Bayat, Niloofar 2022 Theses Computer scienceInternet service providersInternet marketingPricing--Econometric models
48. Learning Mobile Manipulation Watkins, David Joseph 2022 Theses RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications
49. 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)
50. Machine Learning Algorithms for Efficient Acquisition and Ethical Use of Personal Information in Decision Making Tkachenko, Yegor 2022 Theses Marketing--Moral and ethical aspectsComputer scienceMachine learning--Industrial applicationsDecision makingHuman face recognition (Computer science)Facial expression--Psychological aspects