Adobe, Inc.

Manav Ketan Doshi

Ryan A Rossi

Subrata Mitra

Vibhor Porwal

Ghazi Shazan Ahmad

Shubham Agarwal

Syam Manoj Kumar Paila

Methods and systems are provided for using reinforcement learning to recommend data visualizations. In embodiments described herein, statistical features for each sample of corresponding samples of a dataset are determined by applying each sample of the dataset to a data visualization recommendation model. The computational cost of each of the statistical features for each of the samples is determined based via a regression model. Recommended statistical features are determined by sequentially applying each sample to a reinforcement learning model with a computational budget and with the corresponding computational costs of the statistical features of each sample. A data visualization is then displayed that is generated by applying the dataset and the recommended statistical features to the data visualization recommendation model.

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Maharashtra, India

Manav Ketan Doshi