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Filtering by: Creator Ahmad, Amir Committee Member Nayyeri, Amir

Theory and Implementation of a Variational Database Management System

Creator:

Ataei, Parisa S.

Abstract:

In this thesis, I present the variational database management system, a formal framework and its implementation for representing variation in relational databases and managing variational information needs. A variational database is intended to support any kind of variation in a database. Specific kinds of variation in databases have already been...

Resource Type:

Dissertation

Full Text:

. Thank you to the members of my program committee–Martin Erwig, Alan Fern, Amir Nayyeri–for all their
Random access machine in secure multi-party computation

Creator:

Hu, Zhangxiang

Abstract:

Secure multi-party computation (MPC) is a conceptual framework in cryptography. It allows distrusting parties engage in a protocol to perform a computational task while still maintain some secure properties. Most existing approaches are required to interpret functions as a boolean circuit. With the recent state-of-art circuit garbling scheme, the performance...

Resource Type:

Masters Thesis

Full Text:

grateful to the my thesis committee members, Attila Altay Yavuz, Amir Nayyeri, Rakesh Bobba and Mike
Machine Learning for Precision Medicine: Application to Cancer Chemotherapy Response Prediction and Wound Healing Status Assessment

Creator:

Wei, Qi

Abstract:

Ph.D. candidate Qi Wei's thesis consists of two projects: Chemotherapy Project: a study based on the research paper "Predicting chemotherapy response of various cancer types using a variational auto-encoder approach" submitted to the bioRxiv preprint archive and accepted by the BMC bioinformatics; and Wound Monitor Project: implementing and assessing analytics...

Resource Type:

Dissertation

Full Text:

. Furthermore, I would like to thank Dr. Christiane Löhr, Dr. Molly Megraw, Dr. Amir Nayyeri, and Dr. Mike