InThe Airbnb Tech BlogbyMalay Haldar·Feb 24Academic publications & Airbnb Tech: 2025 year in review2025 was a big year for research at Airbnb, as we made significant progress toward our mission to use AI, data science, and machine…A response icon1A response icon1
InThe Airbnb Tech BlogbyMalay Haldar·Dec 18, 2024Improving search ranking for MapsHow Airbnb is adapting ranking for our map interface.A response icon5A response icon5
InThe Airbnb Tech BlogbyMalay Haldar·Jan 30, 2023Learning to rank diverselyBy: Malay Haldar, Liwei He, & Moose AbdoolA response icon12A response icon12
InThe Airbnb Tech BlogbyMalay Haldar·Oct 6, 2020Improving Deep Learning for Ranking Stays at AirbnbA practical case study of how to iterate on DNNsA response icon7A response icon7
InThe StartupbyMalay Haldar·May 9, 2020Why Can’t I Tell What My Neural Network is Doing?As a machine learning engineer building neural networks for search ranking, I sometimes get the (very reasonable) question: Why are things…
InDataDrivenInvestorbyMalay Haldar·May 6, 2019How Machines Learn To Doubt?There is a revolution underway in how we interpret the predictions coming out of machine learning models. It centers around the quality of…
InThe Airbnb Tech BlogbyMalay Haldar·Nov 6, 2018Applying Deep Learning To Airbnb SearchSearching for homes is the primary mechanism guests use to find the place they want to book. As the core of how the Airbnb marketplace…A response icon8A response icon8
InDataDrivenInvestorbyMalay Haldar·Oct 22, 2018When To Multiply Inside Your Neural Network?Typical neural networks consist of linear combinations of input features and Relu units built upon them, and nothing else. So is there a…A response icon2A response icon2
Malay Haldar·Jul 16, 2018How Do Machines Learn To Make Predictions?The craze behind machine learning is fueled by its ability to make predictions that come handy in running a business. Making predictions…A response icon2A response icon2
