How It's Made

How It's Made

Using Contextual Bandit models in large action spaces at Instacart

Authors: David Vengerov, Vinesh Gudla, Tejaswi Tenneti, Haixun Wang, Kourosh Hakhamaneshi At Instacart, we strive to provide our customers with the most personalized experience possible by combining multiple considerations they may have when searching for products on Instacart. These considerations may include personal relevance of search results, popularity of recommended products, preference for low-priced items, the availability of those items at the store, etc. In order to better personalize…

Jun 15, 2023