9 citations · 9 across the 1 of their papers we have counts for
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stat.ML2018
Contour location via entropy reduction leveraging multiple information sources
Alexandre N. Marques, Remi R. Lam, Karen E. Willcox
We introduce an algorithm to locate contours of functions that are expensive to evaluate. The problem of locating contours arises in many applications, including classification, co…
stat.ML2017★ 9 cited
Should You Derive, Or Let the Data Drive? An Optimization Framework for Hybrid First-Principles Data-Driven Modeling
Remi R. Lam, Lior Horesh, Haim Avron +1
Mathematical models are used extensively for diverse tasks including analysis, optimization, and decision making. Frequently, those models are principled but imperfect representati…