Director of Machine Learning Insights

Director of Machine Learning Insights [Part 4]

Director of Machine Learning Insights [Part 2: SaaS Edition]

Director of Machine Learning Insights [Part 3: Finance Edition]

Machine Learning Experts - Lewis Tunstall

Machine Learning Experts - Sasha Luccioni

Machine Learning Experts - Margaret Mitchell

MLE-bench: Evaluating Machine Learning Agents on Machine Learning Engineering

We introduce MLE-bench, a benchmark for measuring how well AI agents perform at machine learning engineering.

The Age of Machine Learning As Code Has Arrived

Alexander Rakhlin named director of the MIT Statistics and Data Science Center

An expert in machine learning, statistics, and computation, Rakhlin succeeds Professor Ankur Moitra.

The Contribution of XAI for the Safe Development and Certification of AI: An Expert-Based Analysis

arXiv:2408. 02379v2 Announce Type: replace-cross Abstract: Developing and certifying safe - or so-called trustworthy - AI has become an increasingly salient issue, especially in light of upcoming regulation such as the EU AI Act.

A Farewell to the Bias-Variance Tradeoff? An Overview of the Theory of Overparameterized Machine Learning

arXiv:2109.02355v2 Announce Type: replace Abstract: The last decade of progress in machine learning (ML), especially the deep learning era, has raised a number of scientific questions that challenge...

Position: Every Ground Truth is a Human Construction, not an Objective Truth

arXiv:2607. 09668v1 Announce Type: new Abstract: Ground truth datasets play a fundamental role as reference values in the training and evaluation of machine learning models.