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Electronic Colloquium on Computational Complexity

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TR02-062 | 19th November 2002
Andrew Chi-Chih Yao

Classical Physics and the Church-Turing Thesis

Would physical laws permit the construction of computing machines
that are capable of solving some problems much faster than the
standard computational model? Recent evidence suggests that this
might be the case in the quantum world. But the question is of
great interest even in the realm of classical physics. ... more >>>


TR02-061 | 14th November 2002
Miklos Ajtai

A conjectured 0-1 law about the polynomial time computable properties of random lattices, I.

A measure $\mu_{n}$ on $n$-dimensional lattices with
determinant $1$ was introduced about fifty years ago to prove the
existence of lattices which contain points from certain sets. $\mu_{n}$
is the unique probability measure on lattices with determinant $1$ which
is invariant under linear transformations with determinant $1$, where a
more >>>


TR02-060 | 15th July 2002
Ke Yang

New Lower Bounds for Statistical Query Learning

We prove two lower bounds on the Statistical Query (SQ) learning
model. The first lower bound is on weak-learning. We prove that for a
concept class of SQ-dimension $d$, a running time of
$\Omega(d/\log d)$ is needed. The SQ-dimension of a concept class is
defined to be the maximum number ... more >>>



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