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1. A Secure and Formally Verified Commodity Multiprocessor Hypervisor

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

2. Autogenerative Networks

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

3. Bespoke Security for Resource Constrained Cyber-Physical Systems

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

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

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

5. 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

6. 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

7. Deconvolution Problems for Structured Sparse Signal

Kuo, Han-wen
2021
Theses
Electrical engineeringComputer scienceStatisticsAlgorithms

8. 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

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

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

10. 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

11. 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

12. Identifying Speaker State from Multimodal Cues

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

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

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

14. Improving Security Through Egalitarian Binary Recompilation

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

15. Learning for Network Applications and Control

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

16. 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

17. Next Generation Cloud Computing Architectures: Performance and Pricing

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

18. On Resilience to Computable Tampering

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

19. Post-transcriptional gene expression regulation in developmental disorders

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

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

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

21. Resource Allocation In Large-Scale Distributed Systems

Shafiee, Mehrnoosh
2021
Theses
Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks

22. Robust and Interpretable Sequential Decision-Making for Healthcare

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

23. 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

24. Structure and Feedback in Cloud Service API Fuzzing

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

25. Text Classification: Exploiting the Social Network

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

26. 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

27. 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

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

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

29. XR Development with the Relay and Responder Pattern

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

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

Xu, Ji
2020
Theses
Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

31. Causality inference between time series data and its applications

Chen, Siyuan
2020
Theses
Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis

32. Cryptographic approaches to security and optimization in machine learning

Shi, Kevin
2020
Theses
Computer scienceMathematicsMachine learningCryptographyMathematical optimization

33. Data-driven Tactile Sensing using Spatially Overlapping Signals

Piacenza, Pedro
2020
Theses
RoboticsMechanical engineeringComputer scienceTactile sensors

34. Deep Probabilistic Graphical Modeling

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

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

Khalighinejad, Bahar
2020
Theses
AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering

36. Effective Randomized Concurrency Testing with Partial Order Methods

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

37. 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

38. Identifying and Modeling Code-Switched Language

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

39. Interactive, Computation Assisted Design Tools

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

40. Location Data: Perils, Profits, Promise

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

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

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

42. 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

43. Multi-Mobile Computing

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

44. 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

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

Spahn, Riley Burns
2020
Theses
Computer scienceData protectionMobile computing

46. New Methods in Sublinear Computation for High Dimensional Problems

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

47. Optimization Foundations of Reinforcement Learning

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

48. Optimizing Query Processing Under Skew

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

49. 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

50. Reconfigurable Optically Interconnected Systems

Shen, Yiwen
2020
Theses
EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks