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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. Deep Probabilistic Graphical Modeling

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

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

Khalighinejad, Bahar
2020
Theses
AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering

6. Effective Randomized Concurrency Testing with Partial Order Methods

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

7. 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

8. Identifying and Modeling Code-Switched Language

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

9. Interactive, Computation Assisted Design Tools

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

10. Location Data: Perils, Profits, Promise

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