Hello, I'm Denis 👋

Recent Talks

• Two-stage RecSys at Unity Ads: video

• Explaining ML models in 2020: video, slides

• AutoGraph: Graphs Meet AutoML: video, slides

• Problems with ML Interpretability: video, slides

• Проблемы интерпритации МЛ моделей в табличных задачах (Problems of machine learning interpretability in tabular tasks): video (in Russian), slides

• Time series met AutoML: video, slides, blog post

• Under the hood of AutoML: video, slides, blog post

• Почему вам не стоит участвовать в хакатонах (Why you should't participate in hackathons): video (in Russian), slides

Recent Blog Posts

• On AB tests and Carryover Effect

• Is Attention Explanation?

• How to Write a Data Science Resume

• What’s Wrong with LIME

• Stop Permuting Features

• AutoML for Time Series Forecasting

• AutoML is Overhyped

• Benchmarking Categorical Encoders

• Automatic Detection of Toxic Questions

• Cold Start Energy Predictions