104 citations · 133 across the 2 of their papers we have counts for
2 papers
cs.LG2020★ 29 cited
Masked Language Modeling for Proteins via Linearly Scalable Long-Context Transformers
Krzysztof Choromanski, Valerii Likhosherstov, David Dohan +8
Transformer models have achieved state-of-the-art results across a diverse range of domains. However, concern over the cost of training the attention mechanism to learn complex dep…
q-bio.BM2014★ 104 cited
Protein sectors: statistical coupling analysis versus conservation
Tiberiu Tesileanu, Lucy J. Colwell, Stanislas Leibler
Statistical coupling analysis (SCA) is a method for analyzing multiple sequence alignments that was used to identify groups of coevolving residues termed "sectors". The method appl…