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1. Autogenerative Networks

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

2. Bespoke Security for Resource Constrained Cyber-Physical Systems

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

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

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

4. 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

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

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

6. Improving Security Through Egalitarian Binary Recompilation

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

7. Learning for Network Applications and Control

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

8. 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

9. Next Generation Cloud Computing Architectures: Performance and Pricing

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

10. On Resilience to Computable Tampering

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

11. Post-transcriptional gene expression regulation in developmental disorders

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

12. Resource Allocation In Large-Scale Distributed Systems

Shafiee, Mehrnoosh
2021
Theses
Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks

13. 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

14. Structure and Feedback in Cloud Service API Fuzzing

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

15. Text Classification: Exploiting the Social Network

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

16. 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

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

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

18. XR Development with the Relay and Responder Pattern

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

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

Xu, Ji
2020
Theses
Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

20. Causality inference between time series data and its applications

Chen, Siyuan
2020
Theses
Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis

21. Cryptographic approaches to security and optimization in machine learning

Shi, Kevin
2020
Theses
Computer scienceMathematicsMachine learningCryptographyMathematical optimization

22. Data-driven Tactile Sensing using Spatially Overlapping Signals

Piacenza, Pedro
2020
Theses
RoboticsMechanical engineeringComputer scienceTactile sensors

23. Deep Probabilistic Graphical Modeling

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

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

Khalighinejad, Bahar
2020
Theses
AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering

25. Effective Randomized Concurrency Testing with Partial Order Methods

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

26. 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

27. Identifying and Modeling Code-Switched Language

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

28. Interactive, Computation Assisted Design Tools

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

29. Location Data: Perils, Profits, Promise

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

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

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

31. 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

32. Multi-Mobile Computing

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

33. 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

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

Spahn, Riley Burns
2020
Theses
Computer scienceData protectionMobile computing

35. New Methods in Sublinear Computation for High Dimensional Problems

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

36. Optimization Foundations of Reinforcement Learning

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

37. Optimizing Query Processing Under Skew

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

38. 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

39. Reconfigurable Optically Interconnected Systems

Shen, Yiwen
2020
Theses
EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks

40. Smoothness Energies in Geometry Processing

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

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

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

42. Submodular Secretary Problem with Shortlists under General Constraints

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

43. Unsupervised Representation Learning with Correlations

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

44. 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

45. 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

46. Attribute-Based Encryption for Boolean Formulas

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

47. 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

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

Almashaqbeh, Ghada
2019
Theses
Computer scienceComputer networksCryptocurrenciesElectronic commerce

49. Compiling Irregular Software to Specialized Hardware

Townsend, Richard Morse
2019
Theses
Computer scienceHardwareAlgorithmsFunctional programming languages

50. 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