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. Modality Bridging and Unified Multimodal Understanding Akbari, Hassan 2022 Theses Computer scienceArtificial intelligenceMultimedia communicationsVideo recordingsSound recordingsElectric transformers
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. Reconfigurable Optically Interconnected Systems Shen, Yiwen 2020 Theses EngineeringInformation technologyComputer scienceOptical interconnectsComputer networks
10. Deep Learning for Action Understanding in Video Shou, Zheng 2019 Theses Computer scienceElectrical engineeringMachine learningVideo recordingsComputer vision