LIHCA: A Human-in-the-Loop Software Platform

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LIHCA Documentations

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Implicit Model Steering Using Metric Learning

where users’ interactions are semantic, i.e. not related to model parameters,but are used to improve the mode

Explicit parameter tuning

where the user isexplicitly updating the hyperparameters of the machine learner tooptimize model performance

Implicit Parameter Tuning

where users interact withmodel building explicitly, e.g. the goal is to pick good hyperparam-eters, but hyperparameters are tuned automatically based on someinterpretation of their interactions.