1. Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression Open Access Author: Guha Thakurta, Abhradeep Title: Differentially Private Convex Optimization For Empirical Risk Minimization And High-dimensional Regression Graduate Program: Computer Science and Engineering Keywords: Data PrivacyDifferential PrivacyMachine LearningHigh-dimensional StatisticsSparse Regression File: Download AbhradeepThakurta-Dissertation.pdf Committee Members: Adam Davison Smith, Dissertation Advisor/Co-AdvisorAdam Davison Smith, Committee Chair/Co-ChairDaniel Kifer, Committee MemberAleksandra B Slavkovic, Committee MemberSofya Raskhodnikova, Committee Member
2. Privacy-preserving assessment of depression using Speech signal processing Open Access Author: Bettapalli Nagaraj, Suhas Title: Privacy-preserving assessment of depression using Speech signal processing Graduate Program: Electrical Engineering Keywords: Speech ClassificationData PrivacyDepression DetectionParalinguistics File: Download Suhas_MSEE_Thesis.pdf Committee Members: Saeed M Abdullah, Thesis Advisor/Co-AdvisorDavid Jonathan Miller, Committee MemberJing Yang, Committee MemberKultegin Aydin, Program Head/Chair
