Excited that our #automl with #metalearning, #bayesopt and #differential_evolution won the warmstart-friendly leaderboard of the #NeurIPS2020 blackbox optimization challenge: bbochallenge.com/altleaderboard Congrats, team :-)

We are happy to announce a new HPO and NAS optimizer, DEHB :) Neeratyoy Mallik

Congratulations to my fantastic MSc student Shuhei Watanabe, for winning the multi-objective hyperparameter optimization competition for transformers at #AutoML_Conf!

I recently had the privilege to work with fairness-aware ML folks to explore the question Can fairness be automated? Spoiler alert: No it can’t. #AutoML needs to be extremely cautious in this domain but still has an important role to play. This was an amazing project that left

📢 Exciting news! Join our SmallData project funded by DFG. I am recruiting a PhD candidate to explore hyperparameter control for deep RL in small data settings. 🌟 Spread the word and apply today! 📣 👉smalldata-initiative.de/projects/c04/ Don't miss this opportunity! #hiring #HPO

Let's make ML fairer for everyone! 🤖⚖️ Link to paper: arxiv.org/abs/2407.05732… Jake Robertson Noah Hollmann Noor Awad Frank Hutter #AI #Fairness #CausalInference #Transformers #MLResearch