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. 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. 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
8. Towards Self-Managing Networked Cyber-Physical Systems Janak, Jan 2024 Theses Computer scienceCooperating objects (Computer systems)Electric utilitiesElectric power failuresInternet of thingsAmazon.com (Firm)
9. Abstractions for Probabilistic Programming to Support Model Development Bernstein, Ryan 2023 Theses Computer scienceStatisticsArtificial intelligenceProbabilities--Mathematical modelsComputer simulation
10. Adaptive and Effective Fuzzing: a Data-Driven Approach She, Dongdong 2023 Theses Computer scienceComputer security--Computer programsMalware (Computer software)Machine learningGoogle (Firm)Microsoft Corporation
11. AI and the Writer: How Language Models Support Creative Writers Gero, Katy Ilonka 2023 Theses Computer scienceArtificial intelligenceWriting--Technological innovationsCreative writing
12. Algorithm Design and Localization Analysis in Sequential and Statistical Learning Xu, Yunbei 2023 Theses MathematicsOperations researchComputer scienceMachine learning--Statistical methodsBayesian statistical decision theoryAlgorithms--Design
13. 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)
14. 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
15. 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
16. Complaint Driven Training Data Debugging for Machine Learning Workflows Flokas, Lampros 2023 Theses Computer scienceMachine learningDebugging in computer science--Computer programs
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. Dialogue Systems Specialized in Social Influence: Systems, Methods, and Ethics Shi, Weiyan 2023 Theses Computer scienceSocial influencePrivacyArtificial intelligence--Computer programs
21. Faithfulness in Abstractive Summarization: Progress and Challenges Ladhak, Faisal 2023 Theses Computer scienceAbstract data types (Computer science)Machine learningLogic machines
22. Grounded and Consistent Question Answering Alberti, Christopher Brian 2023 Theses Computer scienceQuestion-answering systemsArtificial intelligence--Computer programsComputational linguistics
23. 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
24. Learning Video Representation from Self-supervision Chen, Brian 2023 Theses Computer scienceVideo recordingsDeep learning (Machine learning)Human-robot interaction
25. Leveraging network structures in understanding node predictions and fairness Zhang, Yiguang 2023 Theses Computer scienceSocial networks--Computer network resourcesComputer algorithmsMarginality, SocialSocial prediction
26. New Container Architectures for Mobile, Drone, and Cloud Computing Van't Hof, Alexander Edward 2023 Theses Computer scienceDrone aircraftCloud computingComputer engineeringMobile apps
27. Robust Machine Learning by Integrating Context Mao, Chengzhi 2023 Theses Computer scienceMachine learningArtificial intelligenceNeural networks (Computer science)Computer algorithms
28. 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
29. Some Aspects of Noncommutativity in Polynomial Optimization Mousavi Haji, Seyyed Hamoon 2023 Theses Computer scienceQuantum computersMathematical optimization--Computer programsPolynomialsNoncommutative algebrasQuantum theory--Mathematics
30. Symposium on Advances in Ocean Observation Rajan, Kanna; Alvera-Azcárate, Aida; Eidsvik, Jo; Subramaniam, Ajit 2023 Articles OceanographyOceanography--ObservationsRoboticsComputer science
31. 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
32. 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
33. Using Linguistic Features to Improve Prosody for Text-to-Speech Sloan, Rose 2023 Theses Computer scienceText-to-speech softwareVersificationConversationRadio programs
34. Utilizing Runtime Information for Accurate Root Cause Identification in Performance Diagnosis Weng, Lingmei 2023 Theses Computer scienceDebugging in computer science--Computer programsComputer software--Evaluation
35. 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
36. 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
37. 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
38. 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
39. Deep Self-Modeling for Robotic Systems Kwiatkowski, Robert 2022 Theses Artificial intelligenceRoboticsComputer scienceDeep learning (Machine learning)
40. Detection, Triage, and Attribution of PII Phishing Sites Roellke, Dennis 2022 Theses Computer scienceIdentity theftMachine learningPhishingInternet--Security measuresJavaScript (Computer program language)
41. Efficient Neural Network Verification Using Branch and Bound Wang, Shiqi 2022 Theses Computer scienceNeural networks (Computer science)Machine learningComputer software--Verification
42. Efficient recovery algorithms with restricted access to strings Sinha, Sandip 2022 Theses Computer scienceComputer algorithmsAlgorithms--DesignComputational learning theoryCoding theory
43. Enabling Structured Navigation of Longform Spoken Dialog with Automatic Summarization Li, Daniel 2022 Theses Computer scienceSpeech processing systems--Computer programsDialoguePodcastsInformation technologyElectronic information resource searching
44. Hardware-Software Co-design for Practical Memory Safety Hassan, Mohamed 2022 Theses Computer engineeringComputer scienceMemory--Computer programsC++ (Computer program language)Computer security--Computer programs
45. Harnessing Simulated Data with Graphs Maia, Henrique Teles 2022 Theses Computer scienceComputer simulationGraph algorithmsGraph theory
46. Internet Subscription Plans: Thresholding, Throttling, and Zero-Rating Bayat, Niloofar 2022 Theses Computer scienceInternet service providersInternet marketingPricing--Econometric models
47. Learning Mobile Manipulation Watkins, David Joseph 2022 Theses RoboticsComputer scienceMobile robots--Design and constructionMachine learning--Industrial applications
48. 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)
49. 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
50. 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)
51. 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
52. Modality Bridging and Unified Multimodal Understanding Akbari, Hassan 2022 Theses Computer scienceArtificial intelligenceMultimedia communicationsVideo recordingsSound recordingsElectric transformers
53. Modelling and remote sensing of meltwater drainage on Antarctic ice shelves Spergel, Julian Jacob 2022 Theses GeophysicsComputer scienceHydrologyIce shelvesDrainageMeltwaterRunoffClimatic changes
54. Multi-Functional Interfaces for Accelerators Piccolboni, Luca 2022 Theses Computer scienceComputer engineeringSystems on a chip--Design and constructionComputer security
55. Multiscaling and Machine Learning Approaches to Physics Simulation Chen, Peter Yichen 2022 Theses Computer sciencePhysics--Computer simulationMachine learning--Mathematical modelsDifferential equations, Partial
56. 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
57. PRIVUS: Census Privacy System Nicita, Alexander 2022 Theses Census dataCensus--Data processingPrivacyData protectionPython (Computer program language)Computer science
58. Resource-Efficient Methods in Machine Learning Vodrahalli, Kiran Nagesh 2022 Theses Computer scienceNeural networks (Computer science)Machine learningGaussian processesHermite polynomials
59. Ring-LWE: Enhanced Foundations and Applications Lin, Chengyu 2022 Theses Computer scienceData encryption (Computer science)Computer security--Computer programsDedekind rings
60. 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
61. Steven Skiena y Xingzhi Guo: Evolución de Incorporación de Knowledge Graph para COVID-19 Skiena, Steven; Guo, Xingzhi 2022 Presentations (Communicative Events) COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science
62. Systems-Level Approaches to Understanding Protein Synthesis Metz, Jordan Benjamin 2022 Theses BiologyComputer scienceBioinformaticsNucleotide sequenceRibosomesProteins--Synthesis--RegulationRNA-protein interactionsAnimal models in research
63. Understanding Motivations Behind Co-Located Stranger Interactions Karp, Jay 2022 Theses Social interactionStrangersComputer science
64. A Computational Perspective of Causal Inference and the Data Fusion Problem Correa, Juan David 2021 Theses Artificial intelligenceComputer scienceStochastic control theory--Statistical methodsStatisticsMachine learning
65. A Secure and Formally Verified Commodity Multiprocessor Hypervisor Li, Shih-Wei 2021 Theses Computer scienceMultiprocessors--ProgrammingComputer securityVirtual computer systemsLinux
66. Autogenerative Networks Chang, Oscar 2021 Theses Computer scienceArtificial intelligenceNeural networks (Computer science)Machine learning
67. Bespoke Security for Resource Constrained Cyber-Physical Systems Arroyo, Miguel Angel 2021 Theses Computer scienceComputer securityCooperating objects (Computer systems)Drone aircraftAutonomous vehicles
68. Beyond summary statistics: extracting etiological insights from genome-wide association cohorts Yuan, Jie 2021 Theses Computer scienceGeneticsStatisticsSchizophreniaHuman genome--ResearchSchizophrenia--Etiology
69. 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
70. 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
71. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
72. 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
73. Dominique Duncan: COVID-ARC (Archivo de Datos COVID-19) Duncan, Dominique 2021 Presentations (Communicative Events) COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science
74. Dominique Duncan: COVID-ARC (COVID-19 Data Archive) Duncan, Dominique 2021 Presentations (Communicative Events) COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science
75. Dynamical processes in the condensed phase: methods and models Carbone, Matthew Ralph 2021 Theses PhysicsComputer scienceMachine learningBosonsScattering (Physics)
76. 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
77. 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
78. Identifying Speaker State from Multimodal Cues Yang, Zixiaofan 2021 Theses Computer scienceAutomatic speech recognition--ResearchEmotionsHumorSpeech perception--Mathematical modelsFacebook (Firm)
79. Improving Robotic Manipulation via Reachability, Tactile, and Spatial Awareness Akinola, Iretiayo Adegbola 2021 Theses Computer scienceRoboticsArtificial intelligenceRobot hands--Design and constructionTactile sensors
80. Improving Security Through Egalitarian Binary Recompilation Williams-King, David Christopher 2021 Theses Computer scienceComputer engineeringComputer programmingComputer security--Computer programsSource code (Computer science)
81. Learning for Network Applications and Control Gutterman, Craig 2021 Theses Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)
82. 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
83. Next Generation Cloud Computing Architectures: Performance and Pricing Mahajan, Kunal 2021 Theses Computer scienceCloud computingComputer industry--PricesComputer network architectures
84. On Resilience to Computable Tampering Ball Jr, Maynard Marshall 2021 Theses Computer scienceData encryption (Computer science)Malware (Computer software)
85. Post-transcriptional gene expression regulation in developmental disorders Kitaygorodsky, Alexander 2021 Theses BioinformaticsGeneticsComputer scienceGene expressionGenomesNeural networks (Neurobiology)
86. Reinforcement Learning: New Algorithms and An Application for Integer Programming Tang, Yunhao 2021 Theses Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making
87. Resource Allocation In Large-Scale Distributed Systems Shafiee, Mehrnoosh 2021 Theses Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks
88. Robust and Interpretable Sequential Decision-Making for Healthcare Grand-Clement, Julien 2021 Theses Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes
89. 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
90. Structure and Feedback in Cloud Service API Fuzzing Atlidakis, Evangelos 2021 Theses Computer scienceCloud computingApplication softwareComputer networks--Security measuresComputer programs--Testing
91. Text Classification: Exploiting the Social Network Alkhereyf, Sakhar Badr M 2021 Theses Computer scienceSocial networksSocial networks--Computer network resourcesElectronic mail messages
92. 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
93. 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
94. Variational Bayesian Methods for Inferring Spatial Statistics and Nonlinear Dynamics Moretti, Antonio Khalil 2021 Theses Computer scienceStatisticsBayesian statistical decision theorySpatial analysis (Statistics)
95. XR Development with the Relay and Responder Pattern Elvezio, Carmine 2021 Theses Computer scienceVirtual realityAugmented realityComputer gamesThree-dimensional imaging
96. A Geometric Approach to Dynamical System: Global Analysis for Non-Convex Optimization Xu, Ji 2020 Theses Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms
97. Causality inference between time series data and its applications Chen, Siyuan 2020 Theses Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis
98. Cryptographic approaches to security and optimization in machine learning Shi, Kevin 2020 Theses Computer scienceMathematicsMachine learningCryptographyMathematical optimization
99. Data-driven Tactile Sensing using Spatially Overlapping Signals Piacenza, Pedro 2020 Theses RoboticsMechanical engineeringComputer scienceTactile sensors
100. Deep Probabilistic Graphical Modeling Dieng, Adji Bousso 2020 Theses StatisticsComputer scienceGraphical modeling (Statistics)Probabilities--Data processingMachine learning