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 HomebrewFeb 15, 2023Feb 15, 2023
Dmitry UstalovinTowards Data ScienceA Brief Guide to The Biggest Entries of NeurIPS 2022NeurIPS’22 offers many great optionsNov 24, 2022Nov 24, 2022
Dmitry UstalovinTowards Data ScienceGuide to Data Labeling for Search Relevance EvaluationThis guide was first presented as part of a tutorial at TheWebConf ‘21Apr 22, 2022Apr 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…Sep 15, 2021Sep 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…Aug 13, 20211Aug 13, 20211
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…Jul 21, 2021Jul 21, 2021
Dmitry UstalovinTowards Data ScienceNAACL-HLT 2021: Six Tutorials You Can’t Afford to MissJun 1, 2021Jun 1, 2021