Academic Unit: Computer Science / Type: Theses | Search Results

1. Abstractions for Probabilistic Programming to Support Model Development

: Bernstein, Ryan
: 2023
: Theses
: Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation

2. Adaptive and Effective Fuzzing: a Data-Driven Approach

: She, Dongdong
: 2023
: Theses
: Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation

3. AI and the Writer: How Language Models Support Creative Writers

: Gero, Katy Ilonka
: 2023
: Theses
: Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing

4. 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)

5. 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

6. Complaint Driven Training Data Debugging for Machine Learning Workflows

: Flokas, Lampros
: 2023
: Theses
: Computer scienceMachine learningDebugging in computer science--Computer programs

7. Computational Models of Argument Structure and Argument Quality for Understanding Misinformation

: Alhindi, Tariq
: 2023
: Theses
: Artificial intelligenceMachine learning--Industrial applicationsDisinformationMisinformationTruthfulness and falsehood

8. 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

9. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture

: Repetti, Thomas James
: 2023
: Theses
: Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design

10. Design Opportunities for Assistive and Social Technologies Situated in Space

: Teng, Yuanyang
: 2023
: Theses
: BlindDeafblind people--Means of communicationSelf-help devices for people with disabilitiesUser-centered system designHuman-computer interactionQualitative research

11. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics

: Shi, Weiyan
: 2023
: Theses
: Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs

12. 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

13. Interpretable Machine Learning for the Social Sciences: Applications in Political Science and Labor Economics

: Vafa, Keyon
: 2023
: Theses
: Artificial intelligenceMachine learningLabor economicsDecision makingWages--Women

14. Koopman Constrained Policy Optimization: A Koopman operator theoretic method for differentiable optimal control in robotics

: Retchin, Matthew
: 2023
: Theses
: RoboticsDeep learning (Machine learning)Operator theoryConstrained optimization

15. Learning Video Representation from Self-supervision

: Chen, Brian
: 2023
: Theses
: Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction

16. New Container Architectures for Mobile, Drone, and Cloud Computing

: Van't Hof, Alexander Edward
: 2023
: Theses
: Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps

17. "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

18. 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

19. Some Aspects of Noncommutativity in Polynomial Optimization

: Mousavi Haji, Seyyed Hamoon
: 2023
: Theses
: Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics

20. 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

21. 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

22. Using Linguistic Features to Improve Prosody for Text-to-Speech

: Sloan, Rose
: 2023
: Theses
: Computer scienceText-to-speech softwareVersificationConversationRadio programs

23. 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

24. 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

25. Deep Self-Modeling for Robotic Systems

: Kwiatkowski, Robert
: 2022
: Theses
: Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)

26. Detection, Triage, and Attribution of PII Phishing Sites

: Roellke, Dennis
: 2022
: Theses
: Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)

27. 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)

28. Efficient Neural Network Verification Using Branch and Bound

: Wang, Shiqi
: 2022
: Theses
: Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification

29. Efficient recovery algorithms with restricted access to strings

: Sinha, Sandip
: 2022
: Theses
: Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory

30. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization

: Li, Daniel
: 2022
: Theses
: Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching

31. Hardware-Software Co-design for Practical Memory Safety

: Hassan, Mohamed
: 2022
: Theses
: Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs

32. Harnessing Simulated Data with Graphs

: Maia, Henrique Teles
: 2022
: Theses
: Computer scienceComputer simulationGraph algorithmsGraph theory

33. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating

: Bayat, Niloofar
: 2022
: Theses
: Computer scienceInternet service providersInternet marketingPricing--Econometric models

34. Learning Mobile Manipulation

: Watkins, David Joseph
: 2022
: Theses
: RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications

35. 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)

36. 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)

37. 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

38. Multi-Functional Interfaces for Accelerators

: Piccolboni, Luca
: 2022
: Theses
: Computer scienceComputer engineeringSystems on a chip--Design and constructionComputer security

39. Multiscaling and Machine Learning Approaches to Physics Simulation

: Chen, Peter Yichen
: 2022
: Theses
: Computer sciencePhysics--Computer simulationMachine learning--Mathematical modelsDifferential equations, Partial

40. Resource-Efficient Methods in Machine Learning

: Vodrahalli, Kiran Nagesh
: 2022
: Theses
: Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials

41. Ring-LWE: Enhanced Foundations and Applications

: Lin, Chengyu
: 2022
: Theses
: Computer scienceData encryption (Computer science)Computer security--Computer programsDedekind rings

42. Towards Generalist Robots through Visual World Modeling

: Chen, Boyuan
: 2022
: Theses
: RoboticsArtificial intelligenceMechanical engineeringMachine learning--Industrial applicationsRobotics--Research

43. Understanding Motivations Behind Co-Located Stranger Interactions

: Karp, Jay
: 2022
: Theses
: Social interactionStrangersComputer science

44. A Computational Perspective of Causal Inference and the Data Fusion Problem

: Correa, Juan David
: 2021
: Theses
: Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning

45. A Secure and Formally Verified Commodity Multiprocessor Hypervisor

: Li, Shih-Wei
: 2021
: Theses
: Computer scienceMultiprocessors--ProgrammingComputer securityVirtual computer systemsLinux

46. Autogenerative Networks

: Chang, Oscar
: 2021
: Theses
: Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning

47. Bespoke Security for Resource Constrained Cyber-Physical Systems

: Arroyo, Miguel Angel
: 2021
: Theses
: Computer scienceComputer securityCooperating objects (Computer systems)Drone aircraftAutonomous vehicles

48. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts

: Yuan, Jie
: 2021
: Theses
: Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology

49. Bridging the Gap Between People, Mobile Devices, and the Physical World

: Xiao, Chang
: 2021
: Theses
: Computer sciencePocket computersUser interfaces (Computer systems)Computer interfacesWearable computersSmartphonesDigital cameras

50. Detect and Repair Errors for DNN-based Software

: Tian, Yuchi
: 2021
: Theses
: Computer scienceArtificial intelligenceNeural networks (Computer science)--Industrial applicationsAutonomous vehiclesComputer software--TestingNeural networks (Computer science)--Mathematical models

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