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…

Previous research into the linguistic benefits of study abroad suggests that vocabulary growth among less proficient learners is substantially enhanced by study abroad, whereas more proficient learners make less progress in terms of items gained. This study aims to assess…

The typical subroutines that compute $\\sin(x)$ and $\\exp(x)$ bear little resemblance to our mathematical knowledge of these functions: they are composed of concrete arithmetic expressions that include many mysterious numerical constants. Instead of programming these subroutines conventionally, we can express…

Build is a tool for keeping modular systems in a consistent state by managing the construction tasks (e.g. compilation, linking, etc.) associated with such systems. It employs a user supplied system model and a procedural description of a task to…

In the last decade, the Web 2.0 brought technological changes in the manner of interaction and communication between users and applications, and among applications as well. Rich Internet Applications (RIA) offer user interfaces with a higher level of interactivity, similar…

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 –

The Artificial Intelligence Laboratory proposes to continue its work on a group of closely interconnected projects, all bearing on questions about how to make computers able to use more sophisticated kinds of knowledge to solve difficult problems. This proposal explains…

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









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









ranging from…