1. Interpretable Machine Learning Architectures for Efficient Signal Detection with Applications to Gravitational Wave Astronomy Yan, Jingkai 2024 Theses Electrical engineeringComputer scienceDeep learning (Machine learning)AstrophysicsGravitational waves--Detection
2. 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
3. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
4. 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
5. Learning for Network Applications and Control Gutterman, Craig 2021 Theses Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)
6. Resource Allocation In Large-Scale Distributed Systems Shafiee, Mehrnoosh 2021 Theses Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks
7. Dynamic and adaptive processing of speech in the human auditory cortex Khalighinejad, Bahar 2020 Theses AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering
8. Deep Learning for Action Understanding in Video Shou, Zheng 2019 Theses Computer scienceElectrical engineeringMachine learningVideo recordingsComputer vision
9. Dynamic Machine Learning with Least Square Objectives Gultekin, San 2019 Theses Computer scienceElectrical engineeringMachine learningLeast squaresLearning
10. Mechanistic Models of Neural Computation in the Fruit Fly Brain Yeh, Chung-Heng 2019 Theses Electrical engineeringNeurosciencesComputer scienceNeural networks (Neurobiology)--Mathematical modelsFruit-fliesNatural computation
11. 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
12. Computational and Analytical Tools for Resilient and Secure Power Grids Soltan, Saleh 2017 Theses Electrical engineeringComputer scienceElectric power distributionComputer security
13. Image analytic tools for tissue characterization using optical coherence tomography Gan, Yu 2017 Theses Imaging systems in medicineDiagnostic imagingTissues--ImagingOptical coherence tomographyElectrical engineeringBiomedical engineeringComputer science
14. Distributed and Large-Scale Optimization Ali Younis Kalbat, Abdulrahman Younis 2016 Theses Mathematical optimizationMathematical optimization--MethodologyComputer algorithmsSemidefinite programmingElectrical engineeringMathematicsComputer science
15. Large-scale Affective Computing for Visual Multimedia Jou, Brendan Wesley 2016 Theses Computer visionAffect (Psychology)--Computer simulationLarge scale systemsMachine learningElectrical engineeringComputer science
16. Learning-Based Methods for Comparing Sequences, with Applications to Audio-to-MIDI Alignment and Matching Raffel, Colin 2016 Theses Signal processingNeural networks (Computer science)Machine learningComputer scienceMusicElectrical engineering
17. Measuring and Improving the Quality of Experience of Adaptive Rate Video Nam, Hyunwoo 2016 Theses Internet service providersStreaming videoComputer scienceElectrical engineeringNetflix (Firm)YouTube (Electronic resource)
18. Resource Allocation in Wireless Networks: Theory and Applications Marasevic, Jelena Rajko 2016 Theses Resource allocationElectrical engineeringEnergy harvestingWireless sensor networksOperations researchComputer science
19. When Are Nonconvex Optimization Problems Not Scary? Sun, Ju 2016 Theses Mathematical optimizationNonconvex programmingElectrical engineeringComputer scienceMathematics
20. Cross-layer resource allocation in wireless and optical networks Birand, Berk 2015 Theses Computer scienceInformation technologyElectrical engineering