ABOUT THE LAB
The Robotics and Big Data (RBD) Laboratories established in 2014 by Prof. Dan Feldman.
It has two branches: One in Carmel and another in downtown of Haifa.
Our group leads the field of data reduction (summarization) algorithms, known as Core sets.
Unlike many other techniques, these algorithms have provable guarantees for their approximations and running times and are based on novel techniques in computational geometry.
The applications are usually in AI. These (techniques\algorithms) are most commonly utilized in learning, machine learning, deep, robotics (mainly nano-drones) computer vision, security (crypto), text and image analysis.
Our papers appear in top conferences of this many fields.
Each research is based on deep mathematical theories, but also incorporates experimental results, benchmarks, and real-world systems.