Standford University

2 Posts

Standford University

Why Active Learning Fails: Pairing active learning with visual question answering.

Where labeled training data is scarce, an algorithm can learn to request labels for key examples. While this practice, known as active learning, can supply labeled examples that improve performance in some tasks, it fails in others.
Chip Huyen
Standford University

Chip Huyen: AI that adapts to changing conditions

Until recently, big data processing has been dominated by batch systems like MapReduce and Spark, which allow us to periodically process a large amount of data very efficiently.

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