PinnedDevin ZA Catalog of Notes on Software and Computer ScienceA recap at the end of 2022.Dec 31, 2022Dec 31, 2022
Devin Z[Paper Notes] Sampling-Bias-Corrected Neural Modeling for Large Corpus Item RecommendationsTwo-tower neural network for scalable item retrieval.Sep 22Sep 22
Devin Z[Paper Notes] Real-time Personalization using Embeddings for Search Ranking at AirbnbThe skip-gram model for item embeddings.Sep 20Sep 20
Devin Z[Paper Notes] Deep Neural Networks for YouTube RecommendationsNext watch classification and watch time prediction.Sep 18Sep 18
Devin Z[Paper Notes] Wide & Deep Learning for Recommender SystemsApps recommendation ranking at Google Play store.Sep 15Sep 15
Devin Z[Book Notes] Production Practices of Data Processing PipelinesNotes from the SRE book¹ and the SRE workbook².Apr 30Apr 30
Devin Z[Lecture Notes] Rasterization PipelineCMU 15–462: Introduction to Computer Graphics (Fall 2020)Apr 16Apr 16
Devin Z[Book Notes] Variational Autoencoders and Diffusion ModelsUnderstanding key technologies behind image generation.Mar 31Mar 31
Devin Z[Paper Notes] Wayformer: Motion Forecasting via Simple & Efficient Attention NetworksApplication of transformer models in autonomous driving.Feb 5Feb 5