Index Catalog // ScholarsArchive@OSU

Characterizing and Addressing Dataset Shift with Deep Learning

Creator:: Olson, Matthew L.
Abstract:: This dissertation delves into understanding, characterizing, and addressing dataset shift in deep learning, a pervasive issue for deployed machine learning systems. Integral aspects of the problem are examined: We start with the use of counterfactual explanations in order to characterize the behavior of deep reinforcement learning agents in visual input...
Resource Type:: Dissertation
Full Text:: . . . . . . . . . . . . . . . . . 141 A.8 Explanations 6 through 10 for the flawed agent used in the user study. (Center) The original

System reliability through Algorithm-Based Fault tolerance and reconfiguration

Creator:: Ramanathan, Gowri
Resource Type:: Dissertation
Full Text:: model 17 3.1 3 Error-Locating Encoding For 8 Data Items 32 3.2 Summary Of New Error-Location Bounds 37

A Framework for Evaluating the Comprehensiveness of Continuous Improvement in Academic Computing Programs. A 360-Degree View of the Continuous Improvement Efforts in a Large School of Electrical Engineering and Computer Science

Creator:: Azzouni, Abdullah
Abstract:: Continuous Improvement (CI) of academic computing programs is a main requirement of accreditation. Academic computing programs must have a well-documented CI plan in order to be granted accreditation. Based on the existing literature, we developed a comprehensive CI (or 360-CI) model consisting of 8 components: course, curriculum, administration, faculty, research,...
Resource Type:: Dissertation
Full Text:: comprehensive CI (or 360-CI) model consisting of 8 components: course, curriculum, administration, faculty

On the Role of Spatial Clustering Algorithms in Building Species Distribution Models from Community Science Data

Creator:: Roth, Mark
Abstract:: This paper discusses opportunities for developments in spatial clustering methods to help leverage broad scale community science data for building species distribution models (SDMs). SDMs are critical tools that inform the science and policy needed to mitigate the impacts of climate change on biodiversity. Community science data span spatial and...
Resource Type:: Capstone Project
Full Text:: .982 .018 .0466 ± .014 clustGeo-.8-850 .999 .991 .009 .0416 ± .012 clustGeo-.8-950 .998 .974 .026 .0435

The Effect of Handedness on User Speed and Accuracy in Interaction with Special-purpose Handheld Digital Devices

Creator:: Bengtson, Lucas
Abstract:: This project studied how a user's handedness affects his or her ability to use a special-purpose handheld digital device such as a digital camera or rangefinder. More specifically, it sought to identify how handedness affects speed and accuracy when navigating within a menu system. 24 participants were given 8 menu...
Resource Type:: Honors College Thesis
Full Text:: participants were given 8 menu navigation tasks to complete using 4 user interfaces on a device emulator, half

Pedagogical Content Knowledge for Teaching Inclusive Design

Creator:: Oleson, Alannah L.
Abstract:: Inclusive design is important in today's software industry, but there is little research about how to teach it. In collaboration with 9 teacher-researchers across 8 U.S. universities and more than 400 computer and information science students, we embarked upon an Action Research investigation to gather insights into the pedagogical content...
Resource Type:: Honors College Thesis
Full Text:: teach it. In collaboration with 9 teacher-researchers across 8 U.S. universities and more than 400

Communication-Efficient Secure Two-Party Computation From Minicrypt and OT

Creator:: Roy, Lawrence
Abstract:: Secure two-party computation (2PC) is the task of performing arbitrary calculations on secret inputs provided by two parties, while maintaining secrecy if at least one party is honest. 2PC has been applied to privacy-preserving record linkage and machine learning, in areas such as medicine where maintaining privacy is crucial. One...
Resource Type:: Dissertation
Full Text:: Related Work . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8 2.2 Preliminaries

A parallel implementation of a fluid flow simulation using smoothed particle hydrodynamics

Creator:: Vertanen, Keith D.
Abstract:: The reaction of fluid or gas flowing around an obstacle is a common engineering problem. Computer simulations are often used to measure and visualize the physical processes involved. In this report, we will discuss a parallel implementation of a simulation using the Smooth Particle Hydrodynamics (SPH) approach to fluid flow....
Resource Type:: Capstone Project
Full Text:: .............................................................................................. 8 3.1 Design considerations

Optimization of machine allocation in RingLeader

Creator:: King, Jonathan B.
Abstract:: Many different types of distributed batch scheduling systems have been developed in the last decade to take advantage of the decentralization of computers and the enormous investments that many companies and educational institutions have in desktop workstations. Based on the premise that the majority of desktop workstations are significantly underutilized,...
Resource Type:: Masters Thesis
Full Text:: simpler systems determine machine availability by time of day (e.g., 5:00 p.m. to 8:00 a.m.), more

Walking tree methods for biological string matching

Creator:: Hsu, Tai C.
Abstract:: Approximate string matching is commonly used to align genetic sequences (DNA or RNA) to determine their shared characteristics. In contrast with the standard dynamic programming methods which use local edit distance models, the Walking Tree heuristic method was created to handle non-local changes, e.g., translocations, inversions, and duplications, altogether and...
Resource Type:: Dissertation
Full Text:: Tree Method". We used the "Four Russians" technique to improve it further to sub-quadratic, i.e., 8

ScholarsArchive@OSU

Characterizing and Addressing Dataset Shift with Deep Learning

System reliability through Algorithm-Based Fault tolerance and reconfiguration

A Framework for Evaluating the Comprehensiveness of Continuous Improvement in Academic Computing Programs. A 360-Degree View of the Continuous Improvement Efforts in a Large School of Electrical Engineering and Computer Science

On the Role of Spatial Clustering Algorithms in Building Species Distribution Models from Community Science Data

The Effect of Handedness on User Speed and Accuracy in Interaction with Special-purpose Handheld Digital Devices

Pedagogical Content Knowledge for Teaching Inclusive Design

Communication-Efficient Secure Two-Party Computation From Minicrypt and OT

A parallel implementation of a fluid flow simulation using smoothed particle hydrodynamics

Optimization of machine allocation in RingLeader

Walking tree methods for biological string matching

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