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

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

2. 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

3. 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

4. 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

5. 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

6. 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

7. 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

8. Deep Self-Modeling for Robotic Systems

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

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

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

10. Efficient Neural Network Verification Using Branch and Bound

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

11. Efficient recovery algorithms with restricted access to strings

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

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

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

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

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

14. Harnessing Simulated Data with Graphs

Maia, Henrique Teles
2022
Theses
Computer scienceComputer simulationGraph algorithmsGraph theory

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

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

16. Learning Mobile Manipulation

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

17. 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)

18. 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

19. 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)

20. 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

21. Modality Bridging and Unified Multimodal Understanding

Akbari, Hassan
2022
Theses
Computer scienceArtificial intelligenceMultimedia communicationsVideo recordingsSound recordingsElectric transformers

22. Modelling and remote sensing of meltwater drainage on Antarctic ice shelves

Spergel, Julian Jacob
2022
Theses
GeophysicsComputer scienceHydrologyIce shelvesDrainageMeltwaterRunoffClimatic changes

23. Multi-Functional Interfaces for Accelerators

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

24. Multiscaling and Machine Learning Approaches to Physics Simulation

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

25. 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

26. Resource-Efficient Methods in Machine Learning

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

27. 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

28. 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

29. Systems-Level Approaches to Understanding Protein Synthesis

Metz, Jordan Benjamin
2022
Theses
BiologyComputer scienceBioinformaticsNucleotide sequenceRibosomesProteins--Synthesis--RegulationRNA-protein interactionsAnimal models in research

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

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

31. A Secure and Formally Verified Commodity Multiprocessor Hypervisor

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

32. Autogenerative Networks

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

33. Bespoke Security for Resource Constrained Cyber-Physical Systems

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

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

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

35. 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

36. 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

37. Deconvolution Problems for Structured Sparse Signal

Kuo, Han-wen
2021
Theses
Electrical engineeringComputer scienceStatisticsAlgorithms

38. 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

39. Dominique Duncan: COVID-ARC (Archivo de Datos COVID-19)

Duncan, Dominique
2021
Presentations (Communicative Events)
COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science

40. Dominique Duncan: COVID-ARC (COVID-19 Data Archive)

Duncan, Dominique
2021
Presentations (Communicative Events)
COVID-19 (Disease)COVID-19 (Disease)VirusesComputer science

41. Dynamical processes in the condensed phase: methods and models

Carbone, Matthew Ralph
2021
Theses
PhysicsComputer scienceMachine learningBosonsScattering (Physics)

42. 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

43. 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

44. Identifying Speaker State from Multimodal Cues

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

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

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

46. Improving Security Through Egalitarian Binary Recompilation

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

47. Learning for Network Applications and Control

Gutterman, Craig
2021
Theses
Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)

48. 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

49. Next Generation Cloud Computing Architectures: Performance and Pricing

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

50. On Resilience to Computable Tampering

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

51. Post-transcriptional gene expression regulation in developmental disorders

Kitaygorodsky, Alexander
2021
Theses
BioinformaticsGeneticsComputer scienceGene expressionGenomesNeural networks (Neurobiology)

52. Reinforcement Learning: New Algorithms and An Application for Integer Programming

Tang, Yunhao
2021
Theses
Computer scienceArtificial intelligenceOperations researchReinforcement learningComputer algorithmsVideo gamesDecision making

53. Resource Allocation In Large-Scale Distributed Systems

Shafiee, Mehrnoosh
2021
Theses
Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks

54. Robust and Interpretable Sequential Decision-Making for Healthcare

Grand-Clement, Julien
2021
Theses
Operations researchHealth services administrationMedical careComputer scienceCOVID-19 (Disease)Decision makingMarkov processes

55. 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

56. Structure and Feedback in Cloud Service API Fuzzing

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

57. Text Classification: Exploiting the Social Network

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

58. 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

59. 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

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

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

61. XR Development with the Relay and Responder Pattern

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

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

Xu, Ji
2020
Theses
Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

63. Causality inference between time series data and its applications

Chen, Siyuan
2020
Theses
Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis

64. Cryptographic approaches to security and optimization in machine learning

Shi, Kevin
2020
Theses
Computer scienceMathematicsMachine learningCryptographyMathematical optimization

65. Data-driven Tactile Sensing using Spatially Overlapping Signals

Piacenza, Pedro
2020
Theses
RoboticsMechanical engineeringComputer scienceTactile sensors

66. Deep Probabilistic Graphical Modeling

Dieng, Adji Bousso
2020
Theses
StatisticsComputer scienceGraphical modeling (Statistics)Machine learning

67. Dynamic and adaptive processing of speech in the human auditory cortex

Khalighinejad, Bahar
2020
Theses
AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering

68. Effective Randomized Concurrency Testing with Partial Order Methods

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

69. 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

70. Identifying and Modeling Code-Switched Language

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

71. Interactive, Computation Assisted Design Tools

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

72. Location Data: Perils, Profits, Promise

Riederer, Christopher James
2020
Theses
Computer scienceData protectionInformation servicesDiscriminationPersonal information management

73. Machine Learning Methods for Causal Inference with Observational Biomedical Data

Averitt, Amelia Jean
2020
Theses
Medical sciencesComputer scienceStatisticsMedicine--ResearchInferenceClinical trials--Statistical methods

74. 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

75. Multi-Mobile Computing

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

76. 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

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

Spahn, Riley Burns
2020
Theses
Computer scienceData protectionMobile computing

78. New Methods in Sublinear Computation for High Dimensional Problems

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

79. Optimization Foundations of Reinforcement Learning

Bhandari, Jalaj
2020
Theses
Operations researchComputer scienceStatisticsMachine learning--Statistical methodsReinforcement learning

80. Optimizing Query Processing Under Skew

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

81. 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

82. Reconfigurable Optically Interconnected Systems

Shen, Yiwen
2020
Theses
EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks

83. Smoothness Energies in Geometry Processing

Stein, Oded
2020
Theses
MathematicsComputer scienceSmoothing filters (Mathematics)Geometry--Data processingLaplacian matrices

84. Statistical Machine Learning & Deep Neural Networks Applied to Neural Data Analysis

Shokri Razaghi, Hooshmand
2020
Theses
Computer scienceNeurosciencesNeural networks (Computer science)--Statistical methods

85. Submodular Secretary Problem with Shortlists under General Constraints

Shadravan, Mohammad
2020
Theses
Operations researchComputer scienceOnline algorithmsApproximation algorithmsAlgorithmsSecretary problem (Probability theory)Submodular functions

86. Unsupervised Representation Learning with Correlations

Tang, Da
2020
Theses
Computer scienceMachine learningCorrelation (Statistics)--Data processingMathematical optimization--Computer programsComputer algorithms

87. 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

88. 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

89. Attribute-Based Encryption for Boolean Formulas

Kowalczyk, Lucas
2019
Theses
Computer scienceData encryption (Computer science)Algebra, Boolean

90. 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

91. CacheCash: A Cryptocurrency-based Decentralized Content Delivery Network

Almashaqbeh, Ghada
2019
Theses
Computer scienceComputer networksCryptocurrenciesElectronic commerce

92. Compiling Irregular Software to Specialized Hardware

Townsend, Richard Morse
2019
Theses
Computer scienceHardwareAlgorithmsFunctional programming languages

93. Compositional Dataflow Circuits

Edwards, Stephen A.; Townsend, Richard Morse; Barker, Martha Massee; Kim, Martha Allen
2019
Articles
Data flow computingComputer networksBuffer storage (Computer science)Computer science

94. Cross-Lingual and Low-Resource Sentiment Analysis

Farra, Noura
2019
Theses
Computer scienceComputational linguisticsText data miningNatural language processing (Computer science)Emotive (Linguistics)Disaster relief

95. Cross-Lingual Transfer of Natural Language Processing Systems

Rasooli, Mohammad Sadegh
2019
Theses
Computer scienceArtificial intelligenceNatural language processing (Computer science)Parsing (Computer grammar)

96. Data-Driven Combinatorial Optimization and Efficient Machine Learning Frameworks

Sakr, Nourhan
2019
Theses
Operations researchComputer scienceMachine learningCombinatorial optimizationAlgorithms--Design

97. Deception in Spoken Dialogue: Classification and Individual Differences

Levitan, Sarah Ita
2019
Theses
Computer scienceDeceptionLie detectors and detectionDialogue analysisAutomatic speech recognition

98. Deep Learning for Action Understanding in Video

Shou, Zheng
2019
Theses
Computer scienceElectrical engineeringMachine learningVideo recordingsComputer vision

99. Design Space Exploration of Accelerators for Warehouse Scale Computing

Lottarini, Andrea
2019
Theses
Computer scienceComputer engineeringComputer architectureIntegrated circuits--Design and constructionData warehousing

100. Dynamic Machine Learning with Least Square Objectives

Gultekin, San
2019
Theses
Computer scienceElectrical engineeringMachine learningLeast squaresLearning