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. Capacity Region and Degrees of Freedom of Bidirectional Networks Ashraphijuo, Mehdi 2016 Theses Computer scienceEngineeringMathematics
3. Distributed and Large-Scale Optimization Ali Younis Kalbat, Abdulrahman Younis 2016 Theses Mathematical optimizationMathematical optimization--MethodologyComputer algorithmsSemidefinite programmingElectrical engineeringMathematicsComputer science
4. When Are Nonconvex Optimization Problems Not Scary? Sun, Ju 2016 Theses Mathematical optimizationNonconvex programmingElectrical engineeringComputer scienceMathematics
5. Computational Methods for Nonlinear Optimization Problems: Theory and Applications Madani, Ramtin 2015 Theses EngineeringMathematicsComputer science
6. 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
7. 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
8. Gene regulatory network inference by point-based Gaussian approximation filters incorporating the prior information Jia, Bin; Wang, Xiaodong 2013 Articles Gaussian distributionIterative methods (Mathematics)Kalman filteringGene regulatory networksBioinformaticsBiometryMathematics
9. 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
10. A variational EM algorithm for learning eigenvoice parameters in mixed signals Weiss, Ron J.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
11. Finding similar acoustic events using matching pursuit and locality-sensitive hashing Cotton, Courtenay Valentine; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
12. Guided harmonic sinusoid estimation in a multi-pitch environment Smit, Christine E.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
13. Improving MIDI-audio alignment with acoustic features Devaney, Johanna; Mandel, Michael I.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
14. Multi-Voice Polyphonic Music Transcription Using Eigeninstruments Grindlay, Graham C.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
15. 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
16. Structured Prediction Models for Chord Transcription of Music Audio Weller, Adrian Vivian; Ellis, Daniel P. W.; Jebara, Tony 2009 Articles Electrical engineeringMathematics
17. The Ideal Interaural Parameter Mask: A Bound on Binaural Separation Systems Mandel, Michael I.; Ellis, Daniel P. W. 2009 Articles Electrical engineeringMathematics
18. An Introduction to Signal Processing for Speech Ellis, Daniel P. W. 2008 Chapters (Layout Features) CommunicationMathematics
19. 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
20. Multiple-Instance Learning For Music Information Retrieval Mandel, Michael I.; Ellis, Daniel P. W. 2008 Articles Electrical engineeringMathematics
21. An EM Algorithm for Localizing Multiple Sound: Sources in Reverberant Environments Mandel, Michael I.; Ellis, Daniel P. W.; Jebara, Tony 2007 Articles Electrical engineeringMathematics
22. Classifying Music Audio with Timbral and Chroma Features Ellis, Daniel P. W. 2007 Articles Electrical engineeringMathematics
23. 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
24. Accessing Minimal-Impact Personal Audio Archives Ellis, Daniel P. W.; Lee, Keansub 2006 Articles Mathematics
25. A probability model for interaural phase difference Mandel, Michael I.; Ellis, Daniel P. W. 2006 Articles Electrical engineeringMathematics
26. Estimating Single-Channel Source Separation Masks: Relevance Vector Machine Classifiers vs. Pitch-Based Masking Weiss, Ron J.; Ellis, Daniel P. W. 2006 Articles Electrical engineeringMathematics
28. Learning Auditory Models of Machine Voices Dobson, Kelly; Whitman, Brian; Ellis, Daniel P. W. 2005 Articles Electrical engineeringMathematics
29. Song-Level Features and Support Vector Machines for Music Classification Mandel, Michael I.; Ellis, Daniel P. W. 2005 Articles Electrical engineeringMathematics
30. LP-TRAP: Linear predictive temporal patterns Athineos, Marios; Hermansky, Hynek; Ellis, Daniel P. W. 2004 Articles Electrical engineeringMathematics
31. Multiband audio modeling for single-channel acoustic source separation Reyes-Gomez, Manuel; Ellis, Daniel P. W.; Jojic, Nebojsa 2004 Articles Electrical engineeringMathematics
32. Anchor Space for Classification and Similarity Measurement of Music Berenzweig, Adam; Ellis, Daniel P. W.; Lawrence, Steve 2003 Articles Electrical engineeringMathematics
33. Multi-channel Source Separation by Beamforming Trained with Factorial HMMs Reyes-Gomez, Manuel; Raj, Bhiksha; Ellis, Daniel P. W. 2003 Articles Electrical engineeringMathematics
34. Multi-channel Source Separation by Factorial HMMs Reyes-Gomez, Manuel; Raj, Bhiksha; Ellis, Daniel P. W. 2003 Articles Electrical engineeringMathematics
35. Selection, Parameter Estimation, and Discriminative Training of Hidden Markov Models for General Audio Modeling Reyes-Gomez, Manuel; Ellis, Daniel P. W. 2003 Articles Electrical engineeringMathematics
36. Error visualization for tandem acoustic modeling on the Aurora task Reyes-Gomez, Manuel; Ellis, Daniel P. W. 2002 Articles Electrical engineeringMathematics
37. Tandem acoustic modeling in large-vocabulary recognition Ellis, Daniel P. W.; Singh, Rita; Sivadas, Sunil 2001 Articles Electrical engineeringMathematics
38. Improved recognition by combining different features and different systems Ellis, Daniel P. W. 2000 Articles Electrical engineeringMathematics
39. Tandem connectionist feature stream extraction for conventional HMM systems Hermansky, Hynek; Ellis, Daniel P. W.; Sharma, Sangita 2000 Articles Electrical engineeringMathematics
40. Modeling the auditory organization of speech: a summary and some comments Ellis, Daniel P. W. 1998 Chapters (Layout Features) Mathematics