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Researchers are developing a way to incorporate uncertainty into machine learning systems

Researchers are developing a way to incorporate uncertainty into machine learning systems
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United kingdomGoogle deepmindMatthew barkerKatherine collinsGonville caius collegeCambridge department of engineeringUniversity of cambridgeAlan turing instituteArtificial intelligenceCaius college

Research could improve the safety and reliability of human-in-the-loop AI systems

Researchers are developing a way to incorporate one of the most human of characteristics – uncertainty – into machine learning systems.

United kingdomDanielle ellisKatherine collinsMatthew barkerGoogle deepmindUnited kingdom researchAlan turing instituteGates cambridgeCambridge department of engineeringUniversity of cambridgeMarshall commissionSciences research councilCaius collegeArtificial intelligenceFirst authorCambridge trust

Incorporating Human Error Into Machine Learning Methodologies

Incorporating Human Error Into Machine Learning Methodologies
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United kingdomMatthew barkerGoogle deepmindKatherine collinsAlan turing instituteUnited kingdom researchSciences research councilGates cambridgeUniversity of cambridgeCaius collegeMarshall commissionCambridge department of engineeringArtificial intelligenceCambridge trustLeverhulme trustGates cambridge trust

How sure is sure? Incorporating human error into machine learning

How sure is sure? Incorporating human error into machine learning
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United kingdomGoogle deepmindKatherine collinsMatthew barkerUniversity of cambridgeCaius collegeAlan turing instituteCambridge department of engineeringArtificial intelligence

Quantifying Human Error in Machine Learning: Cambridge Study

Quantifying Human Error in Machine Learning: Cambridge Study
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United kingdomGoogle deepmindMatthew barkerKatherinem collinsKatherine collinsUniversity of cambridgeCambridge department of engineeringMarshall commissionGonville caius collegeGates cambridgeUnited kingdom researchSciences research councilAlan turing instituteArtificial intelligenceCaius collegeCambridge trust