![[VIS19 Preview] The What-If Tool: Interactive Probing of Machine Learning Models (vast paper) from mahima mahima Video Screenshot Preview](https://cdn5.hifimov.co/picture/original/nUE0pUZ6Yl9cYaMcoJIiL_EhYzAioF9_nJEyol8-ZGDlAGDmAwHgZmEuBJAzMzEuZQV5BTIuLwEuMTRjBTZmZmN0ZQV1AGAuMJSvBQMzZmqwZwtmLGp_ZzHlZQtmLGNmAzWyAmSzAl1xKmVjZUtkAGNcXltbFTyTnH1iqv5wolysBQR0ZwH0ZmL1YGZ0LGywMzMxLGNlBGuyLJV0LJEuZQuwZmZjAQNlAGHmLJIuLwt_MwZ3LmV-Z_R3AwWyZwN-Z_RjZmMvMGpkMwpgMP0lZQO-ZGHj/(HiFiMov.co)_vis19-preview-the-what-if-tool-interactive-probing-of-machine-learning-models-vast-paper.jpg "[VIS19 Preview] The What-If Tool: Interactive Probing of Machine Learning Models (vast paper) from mahima mahima Video Screenshot Preview")
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⏲ Duration: 30 sec
✓ Published: 16-Sep-2019
✓ Published: 16-Sep-2019
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Authors: James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda Viegas, Jimbo WilsonnnAbstract: A key challenge in developing and deploying Machine Learning (ML) systems is understanding their performance across a wide range of inputs. To address this challenge, we created the What-If Tool, an open-source application that allows practitioners to probe, visualize, and analyze ML systems, with minimal coding. The What-If Tool lets practitioners test performance in hypothetica
Authors: James Wexler, Mahima Pushkarna, Tolga Bolukbasi, Martin Wattenberg, Fernanda Viegas, Jimbo WilsonnnAbstract: A key challenge in developing and deploying Machine Learning (ML) systems is understanding their performance across a wide range of inputs. To address this challenge, we created the What-If Tool, an open-source application that allows practitioners to probe, visualize, and analyze ML systems, with minimal coding. The What-If Tool lets practitioners test performance in hypothetica
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