86 citations · 471 across the 33 of their papers we have counts for
Showing 2018Show all
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cs.LG2018★ 4 cited
Efficient nonmyopic active search with applications in drug and materials discovery
Shali Jiang, Gustavo Malkomes, Benjamin Moseley +1
Active search is a learning paradigm for actively identifying as many members of a given class as possible. A critical target scenario is high-throughput screening for scientific d…
cs.HC2018
Learning and Anticipating Future Actions During Exploratory Data Analysis
Ran Wan, Roman Garnett, Alvitta Ottley
The goal of visual analytics is to create a symbiosis between human and computer by leveraging their unique strengths. While this model has demonstrated immense success, we are yet…
cs.LG2018★ 10 cited
Improving Quadrature for Constrained Integrands
Henry Chai, Roman Garnett
We present an improved Bayesian framework for performing inference of affine transformations of constrained functions. We focus on quadrature with nonnegative functions, a common t…