We explore, in increasing complexity, various strategies for addressing the Multi-
Armed Bandit Problem in order to find the algorithm that maximizes the clickthrough
rate in the Exploration and Exploitation Challenge 3 competition. The data used
result from the actions…

A
very
controversial
issue
in
education
economics
as
well
as
the
popular
discourse
is
the
effect
of
teachers’
unions
on
education
in
America.
Using
the
tools
of
economic
analysis,
this
study
attempts
to
find
the
association
between
duty-to-bargain
laws
and

Building off the work of Mark Granovetter and Nancy Howell Lee, this thesis observes the employment search networks of Princeton University seniors. I interviewed thirty-five students who were actively or had recently completed searches for employment and constructed visual representations…

This research explores the metabolic role of the gut microbiota in the global
obesity crisis and rising threat of global warming. Enteric microbiota in the rumen emit
methane as a by-product of metabolite degradation. Experiments – primarily on mice –

Single-particle reconstruction of vitrified samples (cryogenic electron microscopy, or









cryo-EM) provides structural information for a large variety of biological molecules,









ranging from…

In this thesis, we investigated a sequential decision making problem. We tested
different policies for online portfolio optimization: for a given number of assets and
a time horizon, the weights on assets are rebalanced at every time step according to

The antimicrobial effects of copper have been well established and may prove to be an effective means of reducing nosocomial or hospital-acquired infections. However, discussions surrounding the antimicrobial properties of copper-containing surfaces rarely address the effect of such materials on…

The goal of this project was two-fold: first, to improve the performance of machine learning
algorithms for the diagnosis of pediatric tuberculosis, and second, to use machine learning algorithms
to better understand the problem of diagnosis. We constructed and examined…

This dissertation examines the administration of Islamic family law in the British Straits Settlements and the Netherlands Indies through the lens of Arab merchants in colonial courts from 1860 till 1942. During this period, Arab communities tended to seek justice…

This paper discusses the motivation, design, implementation, and evaluation of a
new electronic beat sequencing system called HMM Beats. HMM Beats is inspired
by recent work in machine learning on user drum beat prediction. HMM Beats is
an interactive system…