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

Xu, Ji
2020
Theses
Computer scienceStatisticsMathematicsAlgorithms--EvaluationComputer algorithms

2. Causality inference between time series data and its applications

Chen, Siyuan
2020
Theses
Mechanical engineeringComputer scienceCausationEarthquakesMarketsTime-series analysis

3. Cryptographic approaches to security and optimization in machine learning

Shi, Kevin
2020
Theses
Computer scienceMathematicsMachine learningCryptographyMathematical optimization

4. Data-driven Tactile Sensing using Spatially Overlapping Signals

Piacenza, Pedro
2020
Theses
RoboticsMechanical engineeringComputer scienceTactile sensors

5. Deep Probabilistic Graphical Modeling

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

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

Khalighinejad, Bahar
2020
Theses
AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering

7. Effective Randomized Concurrency Testing with Partial Order Methods

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

8. 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

9. Identifying and Modeling Code-Switched Language

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

10. Interactive, Computation Assisted Design Tools

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

11. Location Data: Perils, Profits, Promise

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

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

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

13. 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

14. Multi-Mobile Computing

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

15. 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

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

Spahn, Riley Burns
2020
Theses
Computer scienceData protectionMobile computing

17. New Methods in Sublinear Computation for High Dimensional Problems

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

18. Optimization Foundations of Reinforcement Learning

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

19. Optimizing Query Processing Under Skew

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

20. 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

21. Reconfigurable Optically Interconnected Systems

Shen, Yiwen
2020
Theses
EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks

22. Smoothness Energies in Geometry Processing

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

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

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

24. Submodular Secretary Problem with Shortlists under General Constraints

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

25. Unsupervised Representation Learning with Correlations

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

26. 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

27. 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

28. Attribute-Based Encryption for Boolean Formulas

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

29. 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

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

Almashaqbeh, Ghada
2019
Theses
Computer scienceComputer networksCryptocurrenciesElectronic commerce

31. Compiling Irregular Software to Specialized Hardware

Townsend, Richard Morse
2019
Theses
Computer scienceHardwareAlgorithmsFunctional programming languages

32. 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

33. Cross-Lingual and Low-Resource Sentiment Analysis

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

34. Cross-Lingual Transfer of Natural Language Processing Systems

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

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

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

36. Deception in Spoken Dialogue: Classification and Individual Differences

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

37. Deep Learning for Action Understanding in Video

Shou, Zheng
2019
Theses
Computer scienceElectrical engineeringMachine learningVideo recordingsComputer vision

38. Design Space Exploration of Accelerators for Warehouse Scale Computing

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

39. Dynamic Machine Learning with Least Square Objectives

Gultekin, San
2019
Theses
Computer scienceElectrical engineeringMachine learningLeast squaresLearning

40. Enhanced Instruction Set Randomization Design Space Exploration

Tarek, Mohammed Ibn Zaid; Sethumadhavan, Simha
2019
Reports
Computer scienceComputer securityHeterogeneous computing

41. Human Motion Anticipation and Recognition from RGB-D

Barsoum, Emad
2019
Theses
Computer scienceHuman mechanicsHuman beings--Attitude and movementHuman activity recognition

42. Introduction to Security for Computer Architecture Students

Sethumadhavan, Simha; Hastings, Adam K.; Tarek, Mohammed Ibn Zaid
2019
Reports
Computer scienceComputer architectureComputer security

43. Investigating and Supporting Sensemaking within Online Health Communities

Nakikj, Drashko
2019
Theses
Information scienceComputer scienceBioinformaticsMedical informaticsOnline social networksMedical sciences

44. Large-scale neuroimaging in Alzheimer’s disease and normal aging

Feng, Xinyang
2019
Theses
Biomedical engineeringComputer scienceNeurosciencesBrain--ImagingAlzheimer's disease--Research

45. Learning to Code: Effects of Programming Modality in a Game-based Learning Environment

Colón-Acosta, Nirmaliz
2019
Theses
Educational technologyComputer scienceCognitive psychologyEducational gamesComputer programming--Study and teachingComputer science--Study and teaching

46. Leveraging Text-to-Scene Generation for Language Elicitation and Documentation

Ulinski, Morgan Elizabeth
2019
Theses
Computer scienceLinguisticsThree-dimensional display systemsEndangered languagesCrowdsourcing

47. Machine Learning Based User Modeling for Enterprise Security and Privacy Risk Mitigation

Dutta, Preetam Kumar
2019
Theses
Computer scienceMachine learningComputer securityBusiness enterprises--Security measuresInternet users

48. Mechanistic Models of Neural Computation in the Fruit Fly Brain

Yeh, Chung-Heng
2019
Theses
Electrical engineeringNeurosciencesComputer scienceNeural networks (Neurobiology)--Mathematical modelsFruit-fliesNatural computation

49. Modern Statistical/Machine Learning Techniques for Bio/Neuro-imaging Applications

Sun, Ruoxi
2019
Theses
BiometryStatisticsComputer scienceImaging systems in biologyBayesian statistical decision theory

50. Multi-Scale Models to Simulate Interactions between Liquid and Thin Structures

Fei, Yun
2019
Theses
Computer scienceFluid dynamics--Simulation methodsHair--AnalysisMoisture in textilesFluid dynamics

51. Phenotyping Endometriosis from Observational Health Data

McKillop, Mollie
2019
Theses
Information technologyMedical sciencesComputer scienceMedical informaticsEndometriosis

52. Physical Plan Instrumentation in Databases: Mechanisms and Applications

Psallidas, Fotis
2019
Theses
Computer scienceDatabase managementSQL (Computer program language)

53. Repurposing Software Defenses with Specialized Hardware

Sinha, Kanad
2019
Theses
Computer scienceComputer engineeringComputer security

54. Scalable Emulation of Heterogeneous Systems

Garcia Cota, Emilio
2019
Theses
Computer scienceEmulators (Computer programs)Computer architecture

55. Security, Privacy, and Transparency Guarantees for Machine Learning Systems

Lecuyer, Mathias
2019
Theses
Computer scienceMachine learningComputer security--Computer programsPrivacyPersonal information management

56. Symbolic Model Learning: New Algorithms and Applications

Argyros, Georgios
2019
Theses
Computer scienceAlgorithmsSoftwareMathematical modelsComputer security

57. Testing Convexity and Acyclicity, and New Constructions for Dense Graph Embeddings

Sun, Timothy
2019
Theses
Computer scienceAlgorithmsTopological graph theoryMathematics

58. Text-to-Speech Synthesis Using Found Data for Low-Resource Languages

Cooper, Erica Lindsay
2019
Theses
Computer scienceText-to-speech softwareSpeech synthesis

59. The Computational Attitude in Music Theory

Bell, Eamonn Patrick
2019
Theses
Musical analysisComputer science

60. The MNL-Bandit Problem: Theory and Applications

Avadhanula, Vashist
2019
Theses
Operations researchComputer scienceStatisticsRevenue managementConsumer behavior

61. Transparently Improving Quality of Service of Modern Applications

Yang, Yudong
2019
Theses
Computer scienceQuality of service (Computer networks)Cloud computingWireless InternetDenial of service attacks

62. Ultra-Low Leakage, Energy-Efficient Digital Integrated Circuit and System Design

da Silva Cerqueira, Joao Pedro
2019
Theses
Electrical engineeringComputer engineeringComputer scienceEnergy consumptionDigital integrated circuits--Design and construction

63. Analytical Query Execution Optimized for all Layers of Modern Hardware

Polychroniou, Orestis
2018
Theses
Computer scienceDatabasesQuerying (Computer science)Hardware

64. An Object-Oriented, Python-Based Moving Mesh Hydrodynamics Code Inspired by Astrophysical Problems

Fernandez, Ricardo
2018
Theses
AstronomyHydrodynamics--Computer simulationAstrophysicsCoolingComputer science

65. A physical model for efficient ranking in networks

De Bacco, Caterina; Larremore, Daniel B.; Moore, Cristopher
2018
Articles
Computer scienceComputer networks--Mathematical modelsComputer networksLinear control systemsHierarchies--Mathematical modelsAlgorithms

66. A Single-Cell Immune Map of Normal and Cancerous Breast Reveals an Expansion of Phenotypic States Driven by the Tumor Microenvironment

Carr, Ambrose James
2018
Theses
BioinformaticsOncologyComputer scienceImmunologyTumors

67. CLKscrew: Exposing the Perils of Security-Oblivious Energy Management, Usenix 2018 (Distinguished Paper Award)

Tang, Adrian; Sethumadhavan, Simha; Stolfo, Salvatore
2018
Conference Objects
Computer scienceComputer networksComputer securityEnergy consumption

68. Code - Association between the Availability of Hospital-Based Palliative Care and Treatment Intensity for Critically Ill Patients

Hua, May
2018
Critical care medicinePalliative treatmentMedicine--Data processingComputer scienceStata

69. Combining Programs to Enhance Security Software

Kang, Yuan Jochen
2018
Theses
Computer scienceComputer securityComputer security--Computer programs

70. Community-based benchmarking improves spike rate inference from two-photon calcium imaging data

Berens, Philipp; Freeman, Jeremy; Deneux, Thomas; Chenkov, Nikolay; McColgan, Thomas; Speiser, Artur; Macke, Jakob H.; Turaga, Srinivas C.; Mineault, Patrick; Rupprecht, Peter; Gerhard, Stephan; Friedrich, Rainer W.; Friedrich, Johannes; Paninski, Liam; Pachitariu, Marius; Harris, Kenneth; Bolte, Ben; Machado, Timothy Aloysius; Ringach, Dario; Stone, Jasmine; Rogerson, Luke E.; Sofroniew, Nicolas J.; Reimer, Jacob; Froudarakis, Emmanouil; Euler, Thomas; Roson, Miroslav Roman; Theis, Lucas; Tolias, Andreas S.; Bethge, Matthias
2018
Articles
Computational biologyAlgorithmsNeurosciencesComputer science

71. Compiler-assisted Adaptive Software Testing

Petsios, Theofilos
2018
Theses
Computer scienceCompilers (Computer programs)Computer software--Testing

72. Computer Vision Sensing Systems for Structural Health Monitoring in Challenging Field Conditions

Luo, Longxi
2018
Theses
Civil engineeringComputer scienceStructural health monitoringComputer visionStructural analysis (Engineering)

73. Design and performance optimization of asynchronous networks-on-chip

Jiang, Weiwei
2018
Theses
Computer scienceNetworks on a chipComputer networks--Design

74. Divide and conquer approach to quantum Hamiltonian simulation

Hadfield, Stuart Andrew; Papageorgiou, Anargyros
2018
Articles
Hamiltonian systemsQuantum computersQuantum theoryComputer science

75. Efficient Acoustic Simulation for Immersive Media and Digital Fabrication

Li, Dingzeyu
2018
Theses
Computer scienceComputer simulationSound in virtual reality

76. Exponential Family Embeddings

Rudolph, Maja
2018
Theses
Computer scienceExponential families (Statistics)Embeddings (Mathematics)Natural language processing (Computer science)

77. Fast, Scalable, and Accurate Algorithms for Time-Series Analysis

Paparrizos, Ioannis
2018
Theses
Computer scienceAlgorithmsTime-series analysis

78. HOLMES: A Hybrid Ontology-Learning Materials Engineering System

Remolona, Miguel Francisco Miravite
2018
Theses
Chemical engineeringComputer scienceArtificial intelligenceOntologies (Information retrieval)Pharmaceutical industry--Technological innovations

79. Hybrid Analog-Digital Co-Processing for Scientific Computation

Huang, Yipeng
2018
Theses
Computer scienceComputer engineeringElectrical engineeringHybrid computersComputer architecture

80. Image set for deep learning: field images of maize annotated with disease symptoms

Wiesner-Hanks, Tyr; Stewart, Ethan L.; Kaczmar, Nicholas; DeChant, Chad; Wu, Harvey; Nelson, Rebecca J.; Lipson, Hod; Gore, Michael A.
2018
Articles
Computer scienceMachine learningPlant diseasesCornImage processingNeural networks (Computer science)

81. Kernel Approximation Methods for Speech Recognition

May, Avner
2018
Theses
Computer scienceArtificial intelligenceAutomatic speech recognitionKernel functions

82. Latent human traits in the language of social media: An open-vocabulary approach

Kulkarni, Vivek; Kern, Margaret L.; Stillwell, David J.; Kosinski, Michal; Matz, Sandra C.; Ungar, Lyle; Skiena, Steven; Schwartz, H. Andrew
2018
Articles
Social mediaPersonalityComputer scienceBusiness

83. Learning To Grasp

Varley, Jacob Joseph
2018
Theses
RoboticsComputer scienceHeuristic programmingRobotics--Programming

84. Machine Translation of Arabic Dialects

Salloum, Wael Sameer
2018
Theses
Artificial intelligenceComputer scienceArabic language--Machine translatingArabic language--Dialects

85. On Multicast in Asynchronous Networks-on-Chip: Techniques, Architectures, and FPGA Implementation

Bhardwaj, Kshitij
2018
Theses
EngineeringComputer scienceNetworks on a chipMulticasting (Computer networks)

86. Personalized Navigation Instruments for Map User Interfaces

Miau, Daniel
2018
Theses
Computer scienceUser interfaces (Computer systems)Maps--Computer programsNavigation--Instruments

87. Property Testing of Boolean Function

Xie, Jinyu
2018
Theses
Computer scienceAlgebra, BooleanDistribution (Probability theory)

88. Quantum Algorithms for Scientific Computing and Approximate Optimization

Hadfield, Stuart Andrew
2018
Theses
Computer scienceQuantum theoryQuantum computingAlgorithms

89. Readmission prediction via deep contextual embedding of clinical concepts

Xiao, Cao; Ma, Tengfei; Dieng, Adji Bousso; Blei, David Meir; Wang, Fei
2018
Articles
Computer scienceHospital utilization--ForecastingHospital recordsNeural networks (Computer science)

90. Reducing Third Parties in the Network through Client-Side Intelligence

Kontaxis, Georgios
2018
Theses
Computer scienceTelecommunication--TrafficInternetClient/server computing

91. Sandboxed, Online Debugging of Production Bugs for SOA Systems

Arora, Nipun
2018
Theses
Computer scienceService-oriented architecture (Computer science)Debugging in computer science

92. Security Engineering of Hardware-Software Interfaces

Tang, Beng Chiew
2018
Theses
Computer scienceComputer securityHardwareComputer software

93. Simulated User Bots: Real Time Testing of Insider Threat Detection Systems

Stolfo, Salvatore
2018
Articles
Computer scienceComputer networksComputer networks--Security measuresComputer securityIntrusion detection systems (Computer security)

94. Structure Preserving and Scalable Simulation of Colliding Systems

Smith, Breannan
2018
Theses
Computer scienceGranular materials--Mathematical modelsDiscrete-time systems--Mathematical modelsComputer simulation

95. Techniques for Efficient and Effective Mobile Testing

Hu, Gang
2018
Theses
Computer scienceMobile appsApplication software--TestingApplication software--Development

96. The Design, Implementation, and Evaluation of Software and Architectural Support for ARM Virtualization

Dall, Christoffer
2018
Theses
Computer scienceComputer architectureVirtual computer systemsRISC microprocessors

97. The generation and phenotypic effect of human genetic mutations

Chen, Chen
2018
Theses
BioinformaticsComputer scienceMutation (Biology)Human genetics--VariationMachine learning

98. Towards Trouble-Free Networks for End Users

Kim, Kyung Hwa
2018
Theses
Computer scienceComputer network resourcesInternet usersComputer network protocols

99. Uncovering Features in Behaviorally Similar Programs

Su, Fang-Hsiang
2018
Theses
Computer scienceFunctional programming (Computer science)Software engineeringSimilarity judgment

100. Understanding Flaws in the Deployment and Implementation of Web Encryption

Sivakorn, Suphannee
2018
Theses
Computer scienceData encryption (Computer science)Web serversInternet--Security measures