11 citations · 22 across the 10 of their papers we have counts for
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stat.ML2020★ 4 cited
An implicit function learning approach for parametric modal regression
Yangchen Pan, Ehsan Imani, Martha White +1
For multi-valued functions---such as when the conditional distribution on targets given the inputs is multi-modal---standard regression approaches are not always desirable because…
stat.ML2018★ 11 cited
Improving Regression Performance with Distributional Losses
Ehsan Imani, Martha White
There is growing evidence that converting targets to soft targets in supervised learning can provide considerable gains in performance. Much of this work has considered classificat…