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Aleksandra Kalisz

2 accepted papers

2026

Procedural Generation Of Algorithm Discovery Tasks in Machine Learning

ICML 2026poster

Automating the development of machine learning algorithms has the potential to unlock new breakthroughs. However, our ability to improve and evaluate algorithm discovery systems has thus far been limited by existing task suites. They suffer from many issues, such as: poor evaluation methodologies; d…

Cited by 0SourceScholar
2025

ADIOS: Antibody Development via Opponent Shaping

ICML 2025poster

Anti-viral therapies are typically designed to target only the current strains of a virus, a *myopic* response. However, therapy-induced selective pressures drive the emergence of new viral strains, against which the original myopic therapies are no longer effective. This evolutionary response prese…