Academic Unit: Computer Science | Search Results

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. Artificial Intelligence for Climate Change Mitigation Roadmap

: Sandalow, David B.; McCormick, Colin; Kucukelbir, Alp; Friedman, Julio; Nagrani, Trishna; Fan, Zhiyuan; Halff, Antoine M.; d'Aspremont, Alexandre; Glatt, Ruben; Méndez Leal, Elena; Karl, Kevin; Ruane, Alexander
: 2023
: Reports
: Climatic changesClimatic changes--Government policyClimate change mitigationArtificial intelligenceGreenhouse gases

13. 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

14. 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

15. Complaint Driven Training Data Debugging for Machine Learning Workflows

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

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

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

17. Computer Vision-Powered Applications for Interpreting and Interacting with Movement

: Hindi, Basel
: 2023
: Theses
: Computer visionAssistive computer technologyPeople with visual disabilitiesComputer science

18. 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

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

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

20. 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

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. FlexFHE: A System for Homomorphically Encrypting DNA and Operating on Encrypted Data Securely in Untrusted Environments

: Attias, Lior
: 2023
: Theses
: DNAData encryption (Computer science)Nucleotide sequence--Computer programsHuman genomeHomomorphisms (Mathematics)

24. Grounded and Consistent Question Answering

: Alberti, Christopher Brian
: 2023
: Theses
: Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics

25. 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

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

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

27. 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

28. Learning Video Representation from Self-supervision

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

29. Leveraging network structures in understanding node predictions and fairness

: Zhang, Yiguang
: 2023
: Theses
: Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction

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

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

31. Robust Machine Learning by Integrating Context

: Mao, Chengzhi
: 2023
: Theses
: Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms

32. "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

33. 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

34. Some Aspects of Noncommutativity in Polynomial Optimization

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

35. Some Initial Thoughts about Quantum Malware

: Stolfo, Salvatore J.
: 2023
: Essays
: Quantum computingComputer securityMalware (Computer software)

36. 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

37. 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

38. Towards Causal Reinforcement Learning

: Zhang, Junzhe
: 2023
: Theses
: Artificial intelligenceReinforcement learningMachine learningOperations management

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

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

40. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis

: Weng, Lingmei
: 2023
: Theses
: Computer scienceDebugging in computer science--Computer programsComputer software--Evaluation

41. 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

42. 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

43. Deep Self-Modeling for Robotic Systems

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

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

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

45. 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)

46. Efficient Neural Network Verification Using Branch and Bound

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

47. Efficient recovery algorithms with restricted access to strings

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

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

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

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

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

50. Harnessing Simulated Data with Graphs

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

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

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

52. Learning Mobile Manipulation

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

53. 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)

54. 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)

55. 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

56. Multi-Functional Interfaces for Accelerators

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

57. Multiscaling and Machine Learning Approaches to Physics Simulation

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

58. PRIVUS: Census Privacy System

: Nicita, Alexander
: 2022
: Theses
: Census dataCensus--Data processingPrivacyData protectionPython (Computer program language)Computer science

59. Resource-Efficient Methods in Machine Learning

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

60. Ring-LWE: Enhanced Foundations and Applications

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

61. Towards Generalist Robots through Visual World Modeling

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

62. Understanding Motivations Behind Co-Located Stranger Interactions

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

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

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

64. A Secure and Formally Verified Commodity Multiprocessor Hypervisor

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

65. Autogenerative Networks

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

66. Bespoke Security for Resource Constrained Cyber-Physical Systems

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

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

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

68. 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

69. 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

70. Easy Encryption for Email, Photo, and Other Cloud Services

: Koh, John Seunghyun
: 2021
: Theses
: Cloud computingData encryption (Computer science)Computer security--Computer programsYahoo! Inc.Gmail (Electronic resource)

71. Identifying Speaker State from Multimodal Cues

: Yang, Zixiaofan
: 2021
: Theses
: Computer scienceAutomatic speech recognition--ResearchEmotionsHumorSpeech perception--Mathematical modelsFacebook (Firm)

72. Improving Robotic Manipulation via Reachability, Tactile, and Spatial Awareness

: Akinola, Iretiayo Adegbola
: 2021
: Theses
: Computer scienceRoboticsArtificial intelligenceRobot hands--Design and constructionTactile sensors

73. Improving Security Through Egalitarian Binary Recompilation

: Williams-King, David Christopher
: 2021
: Theses
: Computer scienceComputer engineeringComputer programmingComputer security--Computer programsSource code (Computer science)

74. Learning Structured Representations for Understanding Visual and Multimedia Data

: Zareian, Alireza
: 2021
: Theses
: Artificial intelligenceArtificial intelligence--Industrial applicationsComputer visionComputer vision--Mathematical modelsSemantics

75. Methods for modeling the dynamics of microbial communities

: Joseph, Tyler
: 2021
: Theses
: BioinformaticsNucleotide sequenceMicrobiologyBiotic communitiesIrritable colon

76. New Primitives for Tackling Graph Problems and Their Applications in Parallel Computing

: Zhong, Peilin
: 2021
: Theses
: Computer scienceComputer algorithmsParallel programming (Computer science)SPARK (Computer program language)MapReduce (Computer file)Apache Hadoop

77. Next Generation Cloud Computing Architectures: Performance and Pricing

: Mahajan, Kunal
: 2021
: Theses
: Computer scienceCloud computingComputer industry--PricesComputer network architectures

78. On Resilience to Computable Tampering

: Ball Jr, Maynard Marshall
: 2021
: Theses
: Computer scienceData encryption (Computer science)Malware (Computer software)

79. Predictive Privacy: Modeling Privacy Harms

: Radway, Sarah
: 2021
: Theses
: Data protectionComputer securityMachine learningPrivacy, Right of

80. Salience Estimation and Faithful Generation: Modeling Methods for Text Summarization and Generation

: Kedzie, Christopher
: 2021
: Theses
: Computer scienceMachine learningMachine learning--Mathematical modelsDecision making--Computer programs

81. Structure and Feedback in Cloud Service API Fuzzing

: Atlidakis, Evangelos
: 2021
: Theses
: Computer scienceCloud computingApplication softwareComputer networks--Security measuresComputer programs--Testing

82. Text Classification: Exploiting the Social Network

: Alkhereyf, Sakhar Badr M
: 2021
: Theses
: Computer scienceSocial networksSocial networks--Computer network resourcesElectronic mail messages

83. The Design, Implementation, and Evaluation of Software and Architectural Support for Nested Virtualization on Modern Architectures

: Lim, Jin Tack
: 2021
: Theses
: Computer scienceComputer architectureVirtual computer systemsCloud computingApplication software

84. Unsupervised Morphological Segmentation and Part-of-Speech Tagging for Low-Resource Scenarios

: Eskander, Ramy
: 2021
: Theses
: Computer scienceSpeech processing systems--Computer programsAutomatic speech recognition--Computer programsMachine translatingQuestion-answering systems

85. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics

: Moretti, Antonio Khalil
: 2021
: Theses
: Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)

86. XR Development with the Relay and Responder Pattern

: Elvezio, Carmine
: 2021
: Theses
: Computer scienceVirtual realityAugmented realityComputer gamesThree-dimensional imaging

87. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization

: Xu, Ji
: 2020
: Theses
: Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

88. A New Doctrine for Hardware Security

: Hastings, Adam K.; Sethumadhavan, Simha
: 2020
: Reports
: ComputersComputer securityComputers--Economic aspects

89. Content Selection for Effective Counter-Argument Generation

: Hidey, Christopher
: 2020
: Theses
: Social mediaLogicPolitical participation--Social aspectsPersuasion (Rhetoric)Prediction (Logic)Prediction theory--Mathematical models

90. Cryptographic approaches to security and optimization in machine learning

: Shi, Kevin
: 2020
: Theses
: Computer scienceMathematicsMachine learningCryptographyMathematical optimization

91. Effective Randomized Concurrency Testing with Partial Order Methods

: Yuan, Xinhao
: 2020
: Theses
: Computer scienceComputer multitaskingComputer software--TestingPartially ordered sets

92. Identifying and Modeling Code-Switched Language

: Soto Martinez, Victor
: 2020
: Theses
: Computer scienceLinguisticsCode switching (Linguistics)Corpora (Linguistics)Computational linguisticsParts of speech

93. Interactive, Computation Assisted Design Tools

: Garg, Akash
: 2020
: Theses
: Computer scienceComputer-aided designThree-dimensional modelingIndustrial design

94. Location Data: Perils, Profits, Promise

: Riederer, Christopher James
: 2020
: Theses
: Computer scienceData protectionPrivacy, Right of--Data processingInformation servicesDiscriminationPersonal information management

95. Making Data Storage Efficient in the Era of Cloud Computing

: Tang, Yang
: 2020
: Theses
: Computer scienceInformation storage and retrieval systemsCloud computingInformation storage and retrieval systems--TechnologyInformation storage and retrieval systems--Design and construction

96. Multi-Mobile Computing

: AlDuaij, Naser Y. A. A.
: 2020
: Theses
: Computer scienceComputer engineeringMobile computing

97. New Data Protection Abstractions for Emerging Mobile and Big Data Workloads

: Spahn, Riley Burns
: 2020
: Theses
: Computer scienceData protectionMobile computing

98. New Methods in Sublinear Computation for High Dimensional Problems

: Waingarten, Erik Alex
: 2020
: Theses
: Computer scienceAlgebra, BooleanMonotonic functionsComputer algorithms

99. Optimizing Query Processing Under Skew

: Zhang, Wangda
: 2020
: Theses
: Computer scienceQuerying (Computer science)Data structures (Computer science)Computer algorithms

100. Preventing Code Reuse Attacks On Modern Operating Systems

: Pomonis, Marios
: 2020
: Theses
: Computer scienceOperating systems (Computers)Operating systems (Computers)--Security measuresComputer security--Computer programsCoding theory

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