Class Anchor Margin Loss for Content-Based Image Retrieval

no code implementations • 1 Jun 2023 • Alexandru Ghita, Radu Tudor Ionescu

The performance of neural networks in content-based image retrieval (CBIR) is highly influenced by the chosen loss (objective) function.

Content-Based Image Retrieval Metric Learning +1

Multi-layer Optimizations for End-to-End Data Analytics

no code implementations • 10 Jan 2020 • Amir Shaikhha, Maximilian Schleich, Alexandru Ghita, Dan Olteanu

We consider the problem of training machine learning models over multi-relational data.

BIG-bench Machine Learning C++ code +1