Sergei IvanovWhy you should not use randomSplit in PySpark to split data into train and test.In case you work with large scale data and want to prepare dataset for your Tensorflow/PyTorch model, don’t use randomSplit function to…·3 min read·Aug 3, 2022--2--2
Sergei IvanovinCantor’s ParadiseThe Easiest Unsolved Problem in Graph TheoryGraph theory has a long history of problems being solved by amateur mathematicians. Do you want to try yourself to become one of them?·9 min read·Feb 25, 2021--6--6
Sergei IvanovinCriteo R&D BlogTop Applications of Graph Neural Networks 2021GNNs have come a long way in academia. But do we have good applications of them in industry?·8 min read·Jan 14, 2021----
Sergei IvanovinCriteo R&D BlogNeurIPS 2020. Comprehensive analysis of authors, organizations, and countries.What will happen at NeurIPS2020 this December? Top authors, affiliations, and countries at the biggest AI Conference of this year analyzed.·7 min read·Oct 15, 2020--1--1
Sergei IvanovinCriteo R&D BlogKDD-2020 HighlightsLet’s take a look at some of the highlights of this year’s KDD — one of the biggest applied research conferences in Computer Science.·4 min read·Aug 23, 2020----
Sergei IvanovinCriteo R&D BlogCriteo papers at ICML 2020. Online learning, Optimization, and Generative models.High-level discussion of Criteo papers at ICML: Criteo AI Lab has 9 accepted papers at ICML 2020. This is a new record for us!·6 min read·Jun 23, 2020----
Sergei IvanovinCriteo R&D BlogICML 2020. Comprehensive analysis of authors, organizations, and countries.Who published the most?·6 min read·Jun 16, 2020--1--1
Sergei IvanovinTowards Data ScienceWhy `True is False is False` -> False?Here is a little interview question to you, experienced Python programmer.·3 min read·May 31, 2020--1--1
Sergei IvanovinTowards Data ScienceA forgotten story of Soviet AIWhat it was like to be a programmer 70 years ago?·8 min read·Apr 21, 2020----