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Felix Teufel

2 accepted papers

2024

BEND: Benchmarking DNA Language Models on Biologically Meaningful Tasks

ICLR 2024poster

The genome sequence contains the blueprint for governing cellular processes. While the availability of genomes has vastly increased over the last decades, experimental annotation of the various functional, non-coding and regulatory elements encoded in the DNA sequence remains both expensive and c…

2024

Batched Energy-Entropy acquisition for Bayesian Optimization

NeurIPS 2024poster

Bayesian optimization (BO) is an attractive machine learning framework for performing sample-efficient global optimization of black-box functions. The optimization process is guided by an acquisition function that selects points to acquire in each round of BO. In batched BO, when multiple points are…