Malay HaldarinThe Airbnb Tech BlogLearning To Rank Diverselyby Malay Haldar, Liwei He & Moose Abdool6 min read·Jan 30, 2023--11--11
Malay HaldarinThe Airbnb Tech BlogImproving Deep Learning for Ranking Stays at AirbnbA practical case study of how to iterate on DNNs6 min read·Oct 6, 2020--7--7
Malay HaldarinThe StartupWhy 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…6 min read·May 9, 2020----
Malay HaldarinDataDrivenInvestorHow 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…7 min read·May 6, 2019----
Malay HaldarinThe Airbnb Tech BlogApplying 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…3 min read·Nov 6, 2018--8--8
Malay HaldarinDataDrivenInvestorWhen 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…3 min read·Oct 22, 2018--2--2
Malay HaldarHow 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…7 min read·Jul 16, 2018--2--2
Malay HaldarHow Do Neural Networks Work?When you first look at neural networks, they seem mysterious. While there is an intuitive way to understand linear models and decision…8 min read·Dec 21, 2017--7--7