13 citations · 23 across the 6 of their papers we have counts for
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cs.DC2018★ 2 cited
Orchestrate: Infrastructure for Enabling Parallelism during Hyperparameter Optimization
Alexandra Johnson, Michael McCourt
Two key factors dominate the development of effective production grade machine learning models. First, it requires a local software implementation and iteration process. Second, it…
cs.LG2018★ 5 cited
Sequential Preference-Based Optimization
Ian Dewancker, Jakob Bauer, Michael McCourt
Many real-world engineering problems rely on human preferences to guide their design and optimization. We present PrefOpt, an open source package to simplify sequential optimizatio…