2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.LG2026
Kernel Affine Hull Machines as Compute-Efficient Encoders for Frozen Semantic Spaces
Mohit Kumar, Somayeh Kargaran, Bernhard A. Moser +1
Transformer-based semantic encoders are effective for retrieval, but in many deployments the recurring bottleneck is online query encoding rather than offline corpus indexing. This…
math.NA2023★ 1 cited
IGA Using Offset-based Overlapping Domain Parameterizations
Somayeh Kargaran, Bert Jüttler, Thomas Takacs
Isogeometric analysis (IGA) is a numerical method that connects computer-aided design (CAD) with finite element analysis (FEA). In CAD the computational domain is usually represent…
cs.LG2022★ 2 cited
Automated machine learning for borehole resistivity measurements
M. Shahriari, D. Pardo, S. Kargaran +1
Deep neural networks (DNNs) offer a real-time solution for the inversion of borehole resistivity measurements to approximate forward and inverse operators. It is possible to use ex…