2 citations · 2 across the 3 of their papers we have counts for
2 papers
cs.LG2025★ 2 cited
In-Context Learning can distort the relationship between sequence likelihoods and biological fitness
Pranav Kantroo, Günter P. Wagner, Benjamin B. Machta
Language models have emerged as powerful predictors of the viability of biological sequences. During training these models learn the rules of the grammar obeyed by sequences of ami…
q-bio.BM2024
High fitness paths can connect proteins with low sequence overlap
Pranav Kantroo, Günter P. Wagner, Benjamin B. Machta
The structure and function of a protein are determined by its amino acid sequence. While random mutations change a protein's sequence, evolutionary forces shape its structural fold…