Publications

Suryanarayana Maddu, Bevan L Cheeseman, Ivo F Sbalzarini, and Christian L Müller. Stability selection enables robust learning of differential equations from limited noisy data. Proc. Math. Phys. Eng. Sci., (478)2262:20210916, The Royal Society, June 2022. [PUMA: PAR regression; statistical learning; learning sparse differential equations; machine proteins; selection; stability theory]

Christopher Klapproth, Rituparno Sen, Peter F Stadler, Sven Findeiß, and Jörg Fallmann. Common features in lncRNA annotation and classification: A survey. Noncoding RNA, (7)4:77, MDPI AG, December 2021. [PUMA: problems; coding extraction; feature sequence; machine lncRNA; learning classification]