A Learning-Based Approach to Approximate Coded Computation

no code implementations • 19 May 2022 • Navneet Agrawal, Yuqin Qiu, Matthias Frey, Igor Bjelakovic, Setareh Maghsudi, Slawomir Stanczak, Jingge Zhu

Lagrange coded computation (LCC) is essential to solving problems about matrix polynomials in a coded distributed fashion; nevertheless, it can only solve the problems that are representable as matrix polynomials.

Unsupervised Domain Adaptation across FMCW Radar Configurations Using Margin Disparity Discrepancy

no code implementations • 9 Mar 2022 • Rodrigo Hernangomez, Igor Bjelakovic, Lorenzo Servadei, Slawomir Stanczak

Commercial radar sensing is gaining relevance and machine learning algorithms constitute one of the key components that are enabling the spread of this radio technology into areas like surveillance or healthcare.

BIG-bench Machine Learning Unsupervised Domain Adaptation