1. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
2. AI and the Writer: How Language Models Support Creative Writers Gero, Katy Ilonka 2023 Theses Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing
3. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
4. 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
5. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture Repetti, Thomas James 2023 Theses Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design
6. 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
7. Learning Video Representation from Self-supervision Chen, Brian 2023 Theses Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction
8. New Container Architectures for Mobile, Drone, and Cloud Computing Van't Hof, Alexander Edward 2023 Theses Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps
9. 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
10. 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
11. Using Linguistic Features to Improve Prosody for Text-to-Speech Sloan, Rose 2023 Theses Computer scienceText-to-speech softwareVersificationConversationRadio programs
12. 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
13. 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
14. 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
15. 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
16. Deep Self-Modeling for Robotic Systems Kwiatkowski, Robert 2022 Theses Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)
17. Detection, Triage, and Attribution of PII Phishing Sites Roellke, Dennis 2022 Theses Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)
18. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
19. Efficient recovery algorithms with restricted access to strings Sinha, Sandip 2022 Theses Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory
20. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization Li, Daniel 2022 Theses Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching
21. Hardware-Software Co-design for Practical Memory Safety Hassan, Mohamed 2022 Theses Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs
22. Harnessing Simulated Data with Graphs Maia, Henrique Teles 2022 Theses Computer scienceComputer simulationGraph algorithmsGraph theory
23. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating Bayat, Niloofar 2022 Theses Computer scienceInternet service providersInternet marketingPricing--Econometric models
24. Learning Mobile Manipulation Watkins, David Joseph 2022 Theses RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications
25. 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)
26. 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
27. 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)
28. 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
29. Modality Bridging and Unified Multimodal Understanding Akbari, Hassan 2022 Theses Computer scienceArtificial intelligenceMultimedia communicationsVideo recordingsSound recordingsElectric transformers
30. Modelling and remote sensing of meltwater drainage on Antarctic ice shelves Spergel, Julian Jacob 2022 Theses GeophysicsComputer scienceHydrologyIce shelvesDrainageMeltwaterRunoffClimatic changes
31. Multi-Functional Interfaces for Accelerators Piccolboni, Luca 2022 Theses Computer scienceComputer engineeringSystems on a chip--Design and constructionComputer security
32. Multiscaling and Machine Learning Approaches to Physics Simulation Chen, Peter Yichen 2022 Theses Computer sciencePhysics--Computer simulationMachine learning--Mathematical modelsDifferential equations, Partial
33. New Optimization Models and Methods for Classical, Infinite-Dimensional, and Online Fisher Markets Gao, Yuan 2022 Theses Operations research--Mathematical modelsComputer scienceEconomicsElectronic commerceEquilibrium (Economics)--Mathematical models
34. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials
35. Ring-LWE: Enhanced Foundations and Applications Lin, Chengyu 2022 Theses Computer scienceData encryption (Computer science)Computer security--Computer programsDedekind rings
36. Steven Skiena and Xingzhi Guo: Knowledge Graph Embedding Evolution for COVID-19 Skiena, Steven 2022 Presentations (Communicative Events) COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science
37. Systems-Level Approaches to Understanding Protein Synthesis Metz, Jordan Benjamin 2022 Theses BiologyComputer scienceBioinformaticsNucleotide sequenceRibosomesProteins--Synthesis--RegulationRNA-protein interactionsAnimal models in research
38. Understanding Motivations Behind Co-Located Stranger Interactions Karp, Jay 2022 Theses Social interactionStrangersComputer science
39. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
40. A Secure and Formally Verified Commodity Multiprocessor Hypervisor Li, Shih-Wei 2021 Theses Computer scienceMultiprocessors--ProgrammingComputer securityVirtual computer systemsLinux
41. Autogenerative Networks Chang, Oscar 2021 Theses Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning
42. Bespoke Security for Resource Constrained Cyber-Physical Systems Arroyo, Miguel Angel 2021 Theses Computer scienceComputer securityCooperating objects (Computer systems)Drone aircraftAutonomous vehicles
43. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts Yuan, Jie 2021 Theses Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology
44. 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
45. Computational Framework for the Identification of Neural Circuits Underlying Psychiatric Disorders Chang, Jonathan 2021 Theses NeurosciencesComputer scienceBiologyAutism spectrum disordersMutation (Biology)Basal ganglia--DiseasesLimbic system--Diseases
46. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
47. 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
48. Dominique Duncan: COVID-ARC (COVID-19 Data Archive) Duncan, Dominique 2021 Presentations (Communicative Events) COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science
49. Dynamical processes in the condensed phase: methods and models Carbone, Matthew Ralph 2021 Theses PhysicsComputer scienceMachine learningBosonsScattering (Physics)
50. Enabling Automated, Conversational Health Coaching with Human-Centered Artificial Intelligence Mitchell, Elliot Griffith 2021 Theses Information scienceComputer scienceMedical sciencesHealth coachesArtificial intelligence--Medical applicationsNutrition--EducationNon-insulin-dependent diabetes--Nutritional aspects
51. Energy Footprinting and Human-Centric Building Co-Optimization with Multi-Task Deep Reinforcement Learning Wei, Peter 2021 Theses Electrical engineeringComputer sciencePower resourcesDwellings--Energy conservationCommercial buildings--Energy conservationTraffic flow--MeasurementEnergy consumption--Measurement
52. Identifying Speaker State from Multimodal Cues Yang, Zixiaofan 2021 Theses Computer scienceAutomatic speech recognition--ResearchEmotionsHumorSpeech perception--Mathematical modelsFacebook (Firm)
53. Improving Robotic Manipulation via Reachability, Tactile, and Spatial Awareness Akinola, Iretiayo Adegbola 2021 Theses Computer scienceRoboticsArtificial intelligenceRobot hands--Design and constructionTactile sensors
54. Improving Security Through Egalitarian Binary Recompilation Williams-King, David Christopher 2021 Theses Computer scienceComputer engineeringComputer programmingComputer security--Computer programsSource code (Computer science)
55. Learning for Network Applications and Control Gutterman, Craig 2021 Theses Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)
56. 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
57. Next Generation Cloud Computing Architectures: Performance and Pricing Mahajan, Kunal 2021 Theses Computer scienceCloud computingComputer industry--PricesComputer network architectures
58. On Resilience to Computable Tampering Ball Jr, Maynard Marshall 2021 Theses Computer scienceData encryption (Computer science)Malware (Computer software)
59. Post-transcriptional gene expression regulation in developmental disorders Kitaygorodsky, Alexander 2021 Theses BioinformaticsGeneticsComputer scienceGene expressionGenomesNeural networks (Neurobiology)
60. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
61. Resource Allocation In Large-Scale Distributed Systems Shafiee, Mehrnoosh 2021 Theses Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks
62. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes
63. 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
64. Structure and Feedback in Cloud Service API Fuzzing Atlidakis, Evangelos 2021 Theses Computer scienceCloud computingApplication softwareComputer networks--Security measuresComputer programs--Testing
65. Text Classification: Exploiting the Social Network Alkhereyf, Sakhar Badr M 2021 Theses Computer scienceSocial networksSocial networks--Computer network resourcesElectronic mail messages
66. 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
67. 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
68. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics Moretti, Antonio Khalil 2021 Theses Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)
69. XR Development with the Relay and Responder Pattern Elvezio, Carmine 2021 Theses Computer scienceVirtual realityAugmented realityComputer gamesThree-dimensional imaging
70. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
71. Causality inference between time series data and its applications Chen, Siyuan 2020 Theses Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis
72. Cryptographic approaches to security and optimization in machine learning Shi, Kevin 2020 Theses Computer scienceMathematicsMachine learningCryptographyMathematical optimization
73. Data-driven Tactile Sensing using Spatially Overlapping Signals Piacenza, Pedro 2020 Theses RoboticsMechanical engineeringComputer scienceTactile sensors
74. Deep Probabilistic Graphical Modeling Dieng, Adji Bousso 2020 Theses StatisticsComputer scienceGraphical modeling (Statistics)Machine learning
75. Dynamic and adaptive processing of speech in the human auditory cortex Khalighinejad, Bahar 2020 Theses AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering
76. Effective Randomized Concurrency Testing with Partial Order Methods Yuan, Xinhao 2020 Theses Computer scienceComputer multitaskingComputer software--TestingPartially ordered sets
77. Generative Modeling and Inference in Directed and Undirected Neural Networks Stinson, Patrick 2020 Theses StatisticsComputer scienceNeural networks (Computer science)Distribution (Probability theory)Distribution (Probability theory)--Mathematical models
78. Identifying and Modeling Code-Switched Language Soto Martinez, Victor 2020 Theses Computer scienceLinguisticsCode switching (Linguistics)Corpora (Linguistics)Computational linguisticsParts of speech
79. Interactive, Computation Assisted Design Tools Garg, Akash 2020 Theses Computer scienceComputer-aided designThree-dimensional modelingIndustrial design
80. Location Data: Perils, Profits, Promise Riederer, Christopher James 2020 Theses Computer scienceData protectionInformation servicesDiscriminationPersonal information management
81. Machine Learning Methods for Causal Inference with Observational Biomedical Data Averitt, Amelia Jean 2020 Theses Medical sciencesComputer scienceStatisticsMedicine--ResearchInferenceClinical trials--Statistical methods
82. 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
83. Multi-Mobile Computing AlDuaij, Naser Y. A. A. 2020 Theses Computer scienceComputer engineeringMobile computing
84. Network Structures, Concurrency, and Interpretability: Lessons from the Development of an AI Enabled Graph Database System Cooper, Hal James 2020 Theses Computer scienceOperations researchGraph databasesArtificial intelligenceGraph theory--Data processing
85. New Data Protection Abstractions for Emerging Mobile and Big Data Workloads Spahn, Riley Burns 2020 Theses Computer scienceData protectionMobile computing
86. New Methods in Sublinear Computation for High Dimensional Problems Waingarten, Erik Alex 2020 Theses Computer scienceAlgebra, BooleanMonotonic functionsComputer algorithms
87. Optimization Foundations of Reinforcement Learning Bhandari, Jalaj 2020 Theses Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning
88. Optimizing Query Processing Under Skew Zhang, Wangda 2020 Theses Computer scienceQuerying (Computer science)Data structures (Computer science)Computer algorithms
89. 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
90. Reconfigurable Optically Interconnected Systems Shen, Yiwen 2020 Theses EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks
91. Smoothness Energies in Geometry Processing Stein, Oded 2020 Theses MathematicsComputer scienceSmoothing filters (Mathematics)Geometry--Data processingLaplacian matrices
92. Statistical Machine Learning & Deep Neural Networks Applied to Neural Data Analysis Shokri Razaghi, Hooshmand 2020 Theses Computer scienceNeurosciencesNeural networks (Computer science)--Statistical methods
93. Submodular Secretary Problem with Shortlists under General Constraints Shadravan, Mohammad 2020 Theses Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions
94. Unsupervised Representation Learning with Correlations Tang, Da 2020 Theses Computer scienceMachine learningCorrelation (Statistics)--Data processingMathematical optimization--Computer programsComputer algorithms
95. When Can Nonconvex Optimization Problems be Solved with Gradient Descent? A Few Case Studies Gilboa, Dar 2020 Theses Computer scienceNeural networks (Computer science)Machine learningNonconvex programming
96. Adapting Automatic Summarization to New Sources of Information Ouyang, Jessica Jin 2019 Theses Computer scienceFirst person narrativeNatural language processing (Computer science)Machine translatingCross-language information retrieval
97. Attribute-Based Encryption for Boolean Formulas Kowalczyk, Lucas 2019 Theses Computer scienceData encryption (Computer science)Algebra, Boolean
98. Biological Nanowires: Integration of the silver(I) base pair into DNA with nanotechnological and synthetic biological applications Vecchioni, Simon 2019 Theses NanotechnologyComputer scienceNanoelectronicsMolecular electronics--MaterialsDNA
99. CacheCash: A Cryptocurrency-based Decentralized Content Delivery Network Almashaqbeh, Ghada 2019 Theses Computer scienceComputer networksCryptocurrenciesElectronic commerce
100. Compiling Irregular Software to Specialized Hardware Townsend, Richard Morse 2019 Theses Computer scienceHardwareAlgorithmsFunctional programming languages