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REPORTS > AUTHORS > ALINA BEYGELZIMER:
All reports by Author Alina Beygelzimer:

TR04-077 | 17th July 2004
Alina Beygelzimer, Varsha Dani, Tom Hayes, John Langford

Reductions Between Classification Tasks

There are two approaches to solving a new supervised learning task: either
analyze the task independently or reduce it to a task that has already
been thoroughly analyzed. This paper investigates the latter approach for
classification problems. In addition to obvious theoretical motivations,
there is fairly strong empirical evidence that ... more >>>


TR02-016 | 30th January 2002
Alina Beygelzimer, Mitsunori Ogihara

On the Enumerability of the Determinant and the Rank

We investigate the complexity of enumerative approximation of
two elementary problems in linear algebra, computing the rank
and the determinant of a matrix. In particular, we show that
if there exists an enumerator that, given a matrix, outputs a
list of constantly many numbers, one of which is guaranteed to
more >>>




ISSN 1433-8092 | Imprint