12 citations · 15 across the 3 of their papers we have counts for
3 papers
cs.LG2021
Out-of-Distribution Example Detection in Deep Neural Networks using Distance to Modelled Embedding
Rickard Sjögren, Johan Trygg
Adoption of deep learning in safety-critical systems raise the need for understanding what deep neural networks do not understand after models have been deployed. The behaviour of…
stat.ME2020★ 12 cited
Multiblock variable influence on orthogonal projections (MB-VIOP) for enhanced interpretation of total, global, local and unique variations in OnPLS models
B. Galindo-Prieto, P. Geladi, J. Trygg
For multivariate data analysis involving only two input matrices, the previously published methods for variable influence on projection (e.g., VIPOPLS or VIPO2PLS) are widely used…
q-bio.GN2019★ 3 cited
A Robust and Precise ConvNet for small non-coding RNA classification (RPC-snRC)
Muhammad Nabeel Asima, Muhammad Imran Malik, Andreas Dengela +1
Functional or non-coding RNAs are attracting more attention as they are now potentially considered valuable resources in the development of new drugs intended to cure several human…