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. Designing, Implementing and Programming a Massively Multithreaded Spatial Accelerator Architecture Repetti, Thomas James 2023 Theses Computer scienceComputer engineeringElectrical engineeringASICs (Integrated circuits)--Computer-aided design
3. 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
4. Deconvolution Problems for Structured Sparse Signal Kuo, Han-wen 2021 Theses Electrical engineeringComputer scienceStatisticsAlgorithms
5. 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
6. Learning for Network Applications and Control Gutterman, Craig 2021 Theses Electrical engineeringComputer scienceWireless InternetComputer networks--Mathematical modelsNeural networks (Computer science)--Statistical methodsMachine learningYouTube (Firm)
7. Resource Allocation In Large-Scale Distributed Systems Shafiee, Mehrnoosh 2021 Theses Electrical engineeringOperations researchComputer scienceComputer algorithmsComputer networks
8. Dynamic and adaptive processing of speech in the human auditory cortex Khalighinejad, Bahar 2020 Theses AphasiaNeurosciencesComputer scienceAuditory cortexOral communicationPhonemicsElectrical engineering
9. Deep Learning for Action Understanding in Video Shou, Zheng 2019 Theses Computer scienceElectrical engineeringMachine learningVideo recordingsComputer vision
10. Dynamic Machine Learning with Least Square Objectives Gultekin, San 2019 Theses Computer scienceElectrical engineeringMachine learningLeast squaresLearning
11. Mechanistic Models of Neural Computation in the Fruit Fly Brain Yeh, Chung-Heng 2019 Theses Electrical engineeringNeurosciencesComputer scienceNeural networks (Neurobiology)--Mathematical modelsFruit-fliesNatural computation
12. 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
13. Hybrid Analog-Digital Co-Processing for Scientific Computation Huang, Yipeng 2018 Theses Computer scienceComputer engineeringElectrical engineeringHybrid computersComputer architecture
14. Computational and Analytical Tools for Resilient and Secure Power Grids Soltan, Saleh 2017 Theses Electrical engineeringComputer scienceElectric power distributionComputer security
15. 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
16. Distributed and Large-Scale Optimization Ali Younis Kalbat, Abdulrahman Younis 2016 Theses Mathematical optimizationMathematical optimization--MethodologyComputer algorithmsSemidefinite programmingElectrical engineeringMathematicsComputer science
17. Large-scale Affective Computing for Visual Multimedia Jou, Brendan Wesley 2016 Theses Computer visionAffect (Psychology)--Computer simulationLarge scale systemsMachine learningElectrical engineeringComputer science
18. 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
19. 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)
20. Resource Allocation in Wireless Networks: Theory and Applications Marasevic, Jelena Rajko 2016 Theses Resource allocationElectrical engineeringEnergy harvestingWireless sensor networksOperations researchComputer science
21. When Are Nonconvex Optimization Problems Not Scary? Sun, Ju 2016 Theses Mathematical optimizationNonconvex programmingElectrical engineeringComputer scienceMathematics
22. Cross-layer resource allocation in wireless and optical networks Birand, Berk 2015 Theses Computer scienceInformation technologyElectrical engineering
23. Facilitating Formal Verification of Cooperative Driving Applications: Techniques and Case Study Lin, Shou-pon 2015 Theses Automobile drivingAutomobile driving--Steering--Automatic controlAutomobiles--Automatic controlMotor vehicles--Automatic controlAutomatic control--Computer programsArtificial intelligenceElectrical engineeringComputer science
24. Scalable Machine Learning for Visual Data Yu, Xinnan 2015 Theses Artificial intelligenceComputer scienceElectrical engineering
25. Supervised Design-Space Exploration Liu, Hung-Yi 2015 Theses Computer scienceElectrical engineering
26. Large Scale Nearest Neighbor Search - Theories, Algorithms, and Applications He, Junfeng 2014 Theses Computer scienceElectrical engineering
27. Characterizing Audio Events for Video Soundtrack Analysis Cotton, Courtenay 2013 Theses Electrical engineeringComputer science
28. Continuous-Time and Companding Digital Signal Processors Using Adaptivity and Asynchronous Techniques Vezyrtzis, Christos 2013 Theses Electrical engineeringComputer scienceComputer engineering
29. Energy Harvesting Networked Nodes: Measurements, Algorithms, and Prototyping Gorlatova, Maria 2013 Theses Electrical engineeringComputer science
30. Large-Scale Pattern Discovery in Music Bertin-Mahieux, Thierry 2013 Theses Electrical engineeringComputer science
31. On Optimal Quantization and its Effect on Anomaly Detection and Image Classification Beigi, Mandis 2013 Theses Electrical engineeringComputer science
32. Noise Robust Pitch Tracking by Subband Autocorrelation Classification Lee, Byung Suk 2012 Theses Electrical engineeringComputer science
33. Mitigating Network Service Disruptions in High-bandwidth, Intermittently Connected, and Peer-to-Peer Networks Hong, Se Gi 2011 Theses Electrical engineeringComputer science
34. Tradeoffs and Limits in Computational Imaging Cossairt, Oliver Strider 2011 Theses Computer scienceComputer engineeringElectrical engineering