🌟 Excited to share our latest work on counterfactual fairness in #MachineLearning at the ICML Workshop on Next Gen. AI Safety in Vienna 🌟 We introduce FairPFN, a transformer trained on synthetic data to remove gender, age, and racial bias in -sensitive real-world ML problems.

This work was done jointly by Jake Robertson under the supervision of the wonderful @NoorAwad and Frank Hutter. Link to paper: arxiv.org/abs/2410.13286 Blog post: automl.org/manyfairhpo-a-… #AI #FairnessInAI #MachineLearning #EthicsInAI #ACM #ManyFairHPO

I‘m excited to announce that we raised €9m in a pre-seed round for Prior Labs, the world’s first company focussed on building tabular foundation models! The round was led by Balderton Capital, with participation from XTX Markets, Hector Foundation, Atlantic Labs, and Galion.exe. We’re

⚡DeltaProduct update with new results: - Characterization of DeltaProduct’s state-tracking ability - Inspection of the hidden state’s effective rank sheds light on why DeltaProduct extrapolates better to longer sequences than DeltaNet. - Improved scaling analysis And more!