Yin Lou | DeepAI

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Featured Co-authors

Jacob Bien
32 publications
Rich Caruana
30 publications
Xuezhou Zhang
28 publications
Giles Hooker
26 publications
Johannes Gehrke
21 publications
Sarah Tan
13 publications
Urszula Chajewska
13 publications
Paul Koch
4 publications

research

∙ 10/22/2018

Interpretability is Harder in the Multiclass Setting: Axiomatic Interpretability for Multiclass Additive Models

Generalized additive models (GAMs) are favored in many regression and bi...

0 Xuezhou Zhang, et al. ∙

research

∙ 10/17/2017

Detecting Bias in Black-Box Models Using Transparent Model Distillation

Black-box risk scoring models permeate our lives, yet are typically prop...

0 Sarah Tan, et al. ∙

research

∙ 07/17/2014

Sparse Partially Linear Additive Models

The generalized partially linear additive model (GPLAM) is a flexible an...

0 Yin Lou, et al. ∙