Prof. Dr. Manfred Opper
Prof. Dr. Manfred Opper
Fellow
Fellow | BIFOLD
Professor for Computer Science | School IV EECS, Technische Universität Berlin
| 1992 | Physics Award of German Physical Society |
- Statistical inference
- Bayesian nonparametric models
- Statistical learning theory
- Statistical physics of complex systems
- Stochastic dynamics on networks
- Data assimilation
- Optimal stochastic control
- Information theory
- German Physical Society (DPG)
Ludwig Winkler, César Ojeda, Manfred Opper
Stochastic Control for Bayesian Neural Network Training
An overview of the current state of research in BIFOLD
Since the official announcement of the Berlin Institute for the Foundations of Learning and Data in January 2020, BIFOLD researchers achieved a wide array of advancements in the domains of Machine Learning and Big Data Management as well as in a variety of application areas by developing new Systems and creating impactfull publications. The following summary provides an overview of recent research activities and successes.