Causality: Objectives and Assessment - NIPS 2008 Workshop

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Preface

Fundamentals and Algorithms

Challenge contributions

Cause Effect Pairs task (Pairs of variables with known cause-effect relationships)

CYTO task (Protein signaling networks in human T-cells)

LOCANET tasks (Four tasks in genomics, socio-economics, and chemo-informatics)

SIGNET task (Plant signaling network)

TIED task (Artificial)

MIDS task (Artificial dymanic system)

NOISE task (Neurophysiology)

SECOM task (Manufacturing)