Dmitry UstalovinBetter ProgrammingHow Homebrew Serves 52M Packages Per Month?Container registries are general-purpose data storages, so let’s learn from the case study of Homebrew6 min read·Feb 15, 2023----
Dmitry UstalovinTowards Data ScienceA Brief Guide to The Biggest Entries of NeurIPS 2022NeurIPS’22 offers many great options4 min read·Nov 24, 2022----
Dmitry UstalovinTowards Data ScienceGuide to Data Labeling for Search Relevance EvaluationThis guide was first presented as part of a tutorial at TheWebConf ‘218 min read·Apr 22, 2022----
Dmitry UstalovinTowards Data ScienceBest Text Aggregation Methods: VLDB 2021 Crowd Science Challenge RevisitedThis year, Toloka led a Crowd Science Workshop at one of the biggest data science conferences in the world — Very Large Data Bases (VLDB…6 min read·Sep 15, 2021----
Dmitry UstalovinTowards Data ScienceAggregating Pairwise Comparison (Inspired by a Demo at ICML 2021)Today I will show you how to perform answer aggregation in crowdsourcing. As multiple performers do a human intelligence task, the…6 min read·Aug 13, 2021--1--1
Dmitry UstalovinTowards Data ScienceDiscussing Trust, Ethics, and Responsibility in ML at ICML, VLDB, and ICLRWith the question of ethics and responsibility in ML research beginning to resonate within the global AI community, we take a look at some…6 min read·Jul 21, 2021----
Dmitry UstalovinTowards Data ScienceNAACL-HLT 2021: Six Tutorials You Can’t Afford to Miss5 min read·Jun 1, 2021----