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Jonas's talk
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pavpanchekha committed Aug 30, 2023
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<div class="community-talk">
<div class="when">
September 7, 2023
</div>
<div class="title">
A PVS Formalization of Taylor Error Expressions
</div>
<div class="speaker">
Jonas Katona, Yale University
</div>
<div class="abstract">
Due to the limits of finite precision arithmetic, as one works
with floating-point representations of real numbers in
computer programs, round-off errors tend to accumulate under
mathematical operations and may become unacceptably large.
Symbolic Taylor Error Expressions is a technique used in the
tool FPTaylor to bound the round-off errors accumulated under
differentiable mathematical operations which provides a good
trade-off between efficiency and accuracy. In this
presentation, I will present a formally verified
implementation of Symbolic Taylor Error Expressions in a
specification language, automated theorem prover, and
typechecker called Prototype Verification System (PVS). I will
also go over how this formal specification in PVS will enable
the integration of Symbolic Taylor Expressions in PRECiSA, a
prototype static analysis tool that can compute verified
round-off error bounds for floating-point programs.
</div>
</div>

<div class="community-talk">
<div class="when">
August 3, 2023
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