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© BIFOLD
January 26, 2023

Simulation of complex quantum systems

An international team of BIFOLD scientists together with scientists from the Université du Luxembourg and Google has now successfully developed a machine learning algorithm to simulate complex quantum system.

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© Konrad Rieck
January 02, 2023

Machine Learning and Security

Welcome to Prof. Dr. Konrad Rieck, who heads the new workgroup Machine Learning and Security at  BIFOLD and TU Berlin and started January 1, 2023.

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© Georgios Smaragdakis
December 15, 2022

Special honor for Georgios Smaragdakis

ACM names BIFOLD Fellow Prof. Dr. Georgios Smaragdakis as ACM Distinguished Member "For Outstanding Scientific Contributions to Computing".

News
December 05, 2022

Detecting Visual Elements in Historical Documents

Historians are increasingly in need of digital tools to process and extract information from electronic copies of historical sources. BIFOLD scientists developed YOLO (You Only Look Once).

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November 30, 2022

AI facilitates breakthrough in cancer diagnostics

So-called sinonasal undifferentiated carcinomas (SNUCs) are extremely difficult to diagnose. An interdisciplinary team of researchers has developed an AI tool that reliably distinguishes tumors on the basis of chemical DNA modifications 

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November 14, 2022

DSP Best Paper Prize

BIFOLD researchers Prof. Klaus-Robert Müller, Prof. Wojciech Samek and Prof. Grégoire Montavon were honored by the journal Digital Signal Processing (DSP) with the 2022 Best Paper Prize. The DSP mention of excellence highlights important research findings published within the last five years.

November 10, 2022

Software Campus grant for two BIFOLD PhD students

Two BIFOLD PhD students, Lennart Behme and Haralampos Gavriilidis, have been awarded a Software Campus 2022 grant to conduct their own research projects as junior research leads. The Software Campus (SWC), funded by the German Federal Ministry of Education and Research (BMBF), is an executive development program aimed at shaping tomorrow’s senior IT executives.

 

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© pixabay
November 02, 2022

Cybersecurity under scrutiny

In cybersecurity research, machine learning (ML) has emerged as one of the most important tools for investigating security-related problems: However, a group of European researchers from TU Berlin, TU Braunschweig, University College London, King’s College London, Royal Holloway University of London, and Karlsruhe Institute of Technology (KIT)/KASTEL Security Research Labs, led by BIFOLD researchers from TU Berlin, have shown recently that research with ML in cybersecurity contexts is often prone to error.

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ⓒ BIFOLD
Prof. Dr. Volker Markl
October 21, 2022

ACM honors Volker Markl

The Association for Computing Machinery (ACM) is the world's first and largest educational and scientific computing society. Once a month, the category "People of ACM" highlights the unique scientific accomplishments and compelling personal attributes of ACM members who are making a difference in advancing computing as a science. Featured ACM member in October 2022 is the head of the Database Systems and Information Management group at TU Berlin and BIFOLD Co-Director Prof. Dr. Volker Markl. 

News
October 20, 2022

Machine Learning on large dynamic graphs

The paper „Space-Efficient Random Walks on Streaming Graphs“, by Serafeim Papadias, Zoi Kaoudi, Jorge Arnulfo Quiane Ruiz, and Volker Markl has been accepted for publication at PVLDB 16 / VLDB 2023. In their paper, the researchers present Wharf, the first step towards scalable incremental machine learning on graphs.