Search Results for author: Ahmed Guecioueur

Found 2 papers, 0 papers with code

Designing Machine Learning Toolboxes: Concepts, Principles and Patterns

no code implementations13 Jan 2021 Franz J. Király, Markus Löning, Anthony Blaom, Ahmed Guecioueur, Raphael Sonabend

In particular, we develop a conceptual model for the AI/ML domain, with a new type system, called scientific types, at its core.

BIG-bench Machine Learning

Kernels for time series with irregularly-spaced multivariate observations

no code implementations18 Apr 2020 Ahmed Guecioueur, Franz J. Király

In this manuscript, we show that a "series kernel" that is general enough to represent irregularly-spaced multivariate time series may be built out of well-known "vector kernels".

Time Series Time Series Analysis +1

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