1. 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
2. Distributed and Large-Scale Optimization Ali Younis Kalbat, Abdulrahman Younis 2016 Theses Mathematical optimizationMathematical optimization--MethodologyComputer algorithmsSemidefinite programmingElectrical engineeringMathematicsComputer science
3. When Are Nonconvex Optimization Problems Not Scary? Sun, Ju 2016 Theses Mathematical optimizationNonconvex programmingElectrical engineeringComputer scienceMathematics
4. Reconstruction of novel transcription factor regulons through inference of their binding sites Elmas, Abdulkadir; Wang, Xiaodong; Samoilov, Michael S. 2015 Articles Comparative genomicsBioinformaticsGenomics--Data processingComputational biologyTranscription factorsElectrical engineeringGeneticsMolecular biologyMathematics
5. User association for energy harvesting relay stations in cellular networks Wang, Zhe; Wang, Xiaodong; Aldiab, Motasem; Jaber, Tareq 2015 Articles Wireless communication systemsEnergy harvestingMobile radio stationsRadio relay systemsElectrical engineeringMathematics
6. Detecting local semantic concepts in environmental sounds using Markov model based clustering Lee, Keansub; Ellis, Daniel P. W.; Loui, Alexander C. 2010 Articles Electrical engineeringMathematics
7. A variational EM algorithm for learning eigenvoice parameters in mixed signals Weiss, Ron J.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
8. Finding similar acoustic events using matching pursuit and locality-sensitive hashing Cotton, Courtenay Valentine; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
9. Guided harmonic sinusoid estimation in a multi-pitch environment Smit, Christine E.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
10. Improving MIDI-audio alignment with acoustic features Devaney, Johanna; Mandel, Michael I.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
11. Multi-Voice Polyphonic Music Transcription Using Eigeninstruments Grindlay, Graham C.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
12. Short-term audio-visual atoms for generic video concept classification Jiang, Wei; Cotton, Courtenay Valentine; Chang, Shih-Fu; Ellis, Daniel P. W.; Loui, Alexander C. 2009 Articles Electrical engineeringMathematics
13. Structured Prediction Models for Chord Transcription of Music Audio Weller, Adrian Vivian; Ellis, Daniel P. W.; Jebara, Tony 2009 Articles Electrical engineeringMathematics
14. The Ideal Interaural Parameter Mask: A Bound on Binaural Separation Systems Mandel, Michael I.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
15. A Tempo-Insensitive Distance Measure for Cover Song Identification based on Chroma Features Jensen, Jesper Hojvang; Christensen, Mads G.; Ellis, Daniel P. W.; Jensen, Soren Holdt 2008 Articles Electrical engineeringMathematics
16. Multiple-Instance Learning For Music Information Retrieval Mandel, Michael I.; Ellis, Daniel P. W. 2008 Articles Electrical engineeringMathematics
17. An EM Algorithm for Localizing Multiple Sound: Sources in Reverberant Environments Mandel, Michael I.; Ellis, Daniel P. W.; Jebara, Tony 2007 Articles Electrical engineeringMathematics
18. Classifying Music Audio with Timbral and Chroma Features Ellis, Daniel P. W. 2007 Articles Electrical engineeringMathematics
19. Evaluation Distance Measures Between Gaussian Mixture Models of MFCCs Jensen, Jesper Hojvang; Ellis, Daniel P. W.; Christensen, Mads G.; Jensen, Soren Holdt 2007 Articles Electrical engineeringMathematics
20. A probability model for interaural phase difference Mandel, Michael I.; Ellis, Daniel P. W. 2006 Articles Electrical engineeringMathematics