Sebastian Lapuschkin

Sebastian Lapuschkin Email and Phone Number

Head of Explainable AI at Fraunhofer Heinrich Hertz Institute, HHI @ Fraunhofer Heinrich Hertz Institute HHI
Sebastian Lapuschkin's Location
Berlin, Berlin, Germany, Germany
Sebastian Lapuschkin's Contact Details

Sebastian Lapuschkin work email

Sebastian Lapuschkin personal email

n/a
About Sebastian Lapuschkin

Sebastian Lapuschkin received the Ph.D. degree with distinction from the Berlin Institute of Technology in 2018for his pioneering contributions to the field of Explainable Artificial Intelligence (XAI) and interpretable machine learning.From 2007 to 2013 he studied computer science (B. Sc. and M. Sc.) at the Berlin Institute of Technology,with a focus on software engineering and machine learning.Since 2021, he is the Head of the Explainable Artificial Intelligence at Fraunhofer Heinrich Hertz Institute (HHI) in Berlin.He is the recipient of multiple awards, including the Hugo-Geiger-Prize for outstanding doctoral achievement and the 2020 Pattern Recognition Best Paper Award.His work is focused on pushing the boundaries of XAI, e.g, for achieving human-understandable explanations, or towards the utilization of interpretable feedback for the improvement of machine learning systems and data.Further research interests include efficient machine learning and data analysis, data and algorithm visualization.

Sebastian Lapuschkin's Current Company Details
Fraunhofer Heinrich Hertz Institute HHI

Fraunhofer Heinrich Hertz Institute Hhi

View
Head of Explainable AI at Fraunhofer Heinrich Hertz Institute, HHI
Sebastian Lapuschkin Work Experience Details
  • Fraunhofer Heinrich Hertz Institute Hhi
    Head Of Explainable Ai Group At Fraunhofer Heinrich Hertz Institute, Hhi
    Fraunhofer Heinrich Hertz Institute Hhi Jan 2021 - Present
    Berlin, Charlottenburg, De
    ● Group leadership and XAI research direction.● Managing a talented team of 2 PostDocs, 17 PhD researchers and ~20 student research assistants.● Developing the next generation of XAI.● Research project acquisition & management.● Employing XAI beyond explaining for improving models and data.● Provision of Open Source XAI tools for PyTorch via Zennit et al., and for reproducible XAI research via Quantus.
    View
  • Fraunhofer Heinrich Hertz Institute Hhi
    Postdoctoral Researcher At Fraunhofer Heinrich Hertz Institute, Hhi
    Fraunhofer Heinrich Hertz Institute Hhi Jan 2019 - Dec 2020
    Berlin, Charlottenburg, De
    ● PostDoc Research Position: XAI meta-analysis, model-improvement and knowledge discovery with XAI.● Development of Spectral Relevance Analysis for automatically detecting Clever Hans moments in AI.● Iterations and Improvements on modified backprop XAI (Layer-wise Relevance Propagation in particular).● Provision of Open Source local XAI for Keras/Tensorflow via iNNvestigate.
    View
  • Fraunhofer Heinrich Hertz Institute Hhi
    Research Associate
    Fraunhofer Heinrich Hertz Institute Hhi Oct 2014 - Dec 2018
    Berlin, Charlottenburg, De
    ● PhD Research on local XAI methods and applications.● Development of Layer-wise Relevance Propagation and Deep Taylor Decomposition.● Evaluation and application of XAI methods in various expert domains.● Development and provision of Open Source software tools and repos for XAI in NumPy, CuPy, Matlab and C++/Caffe.
    View
  • Berlin Institute Of Technology (Technische Universität Berlin)
    Phd Candidate / Research Assistant
    Berlin Institute Of Technology (Technische Universität Berlin) Sep 2013 - Dec 2018
    London, Gb
    ● Research Associate and PhD Candidate.● Explainable AI for individual predictions and dataset-wide model behavior.● Graduated with distinction.
    View

Sebastian Lapuschkin Education Details

  • Technische Universität Berlin
    Technische Universität Berlin
    Machine Learning
  • Technische Universität Berlin
    Technische Universität Berlin
    Informatik
  • Technische Universität Berlin
    Technische Universität Berlin
    Informatik

Frequently Asked Questions about Sebastian Lapuschkin

What company does Sebastian Lapuschkin work for?

Sebastian Lapuschkin works for Fraunhofer Heinrich Hertz Institute Hhi

What is Sebastian Lapuschkin's role at the current company?

Sebastian Lapuschkin's current role is Head of Explainable AI at Fraunhofer Heinrich Hertz Institute, HHI.

What is Sebastian Lapuschkin's email address?

Sebastian Lapuschkin's email address is se****@****ofer.de

What schools did Sebastian Lapuschkin attend?

Sebastian Lapuschkin attended Technische Universität Berlin, Technische Universität Berlin, Technische Universität Berlin.

Free Chrome Extension

Find emails, phones & company data instantly

Find verified emails from LinkedIn profiles
Get direct phone numbers & mobile contacts
Access company data & employee information
Works directly on LinkedIn - no copy/paste needed
Get Chrome Extension - Free

Aero Online

Your AI prospecting assistant

Download 750 million emails and 100 million phone numbers

Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.