Valentin Hartmann work email
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Valentin Hartmann personal email
Currently using my skills in ML and NLP to enable a new paradigm of language learning.In my research, I have worked with Microsoft and Cliqz. With Cliqz, I have developed and implemented a method for federated learning that was deployed in their browser. I have published on topics as diverse as federated learning, large language models, differential privacy and optimal transport.Since I noticed that my mind expands when my muscles contract, I like to go on long bike rides of up to 300 km, which is where I have my best ideas.
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Ai Research ScientistXent LabsLausanne, Vd, Ch -
Co-Founder And CeoTimelyLausanne, Vd, Ch -
Co-Founder & CeoTimely Jan 2024 - PresentLausanne, Vaud, SwitzerlandEnabling anyone to experience the joy of speaking foreign languages without the struggle of studying. -
Phd CandidateEpfl (École Polytechnique Fédérale De Lausanne) Sep 2018 - Aug 2024Lausanne, Vaud, SwitzerlandAnalyzing privacy risks in machine learning and developing methods for privacy-preserving learning using techniques from• Differential privacy• Federated learning• Distribution inferenceTeaching assistant for various courses such as Applied Data Analysis and supervising several Master's student projects. -
Research InternEpfl (École Polytechnique Fédérale De Lausanne) May 2017 - Sep 2017Lausanne, Vaud, Switzerland• Developed a protocol for privacy-preserving federated SVM training.• Implemented the server and the client component of the protocol for the Cliqz browser and worked with the Cliqz team to deploy it to its users.• Client code: https://github.com/cliqz-oss/browser-core/tree/6945afff7be667ed74b0b7476195678262120baf/modules/secvm/sources• Server code: https://github.com/epfl-dlab/secvm-server -
Research AssistantThe University Of Göttingen Aug 2016 - Oct 2016Göttingen, Lower Saxony, Germany• Developed an algorithm for computing Wasserstein distances with the Euclidean norm.• Implemented the algorithm in C++. It was then integrated into the R transport package.• Publication: https://link.springer.com/article/10.1007/s00186-020-00703-z• C++ implementation: https://github.com/valentin-hartmann-research/semi-discrete-transport• R integration: https://cran.r-project.org/web/packages/transport/index.html -
Software Development InternIcnh Aug 2015 - Oct 2015Hamburg, Germany• Developed a hybrid app with NativeScript.• Developed a static code analysis check for Java and Swift.
Valentin Hartmann Education Details
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Computer Science -
Mathematics In Data Science -
Mathematics
Frequently Asked Questions about Valentin Hartmann
What company does Valentin Hartmann work for?
Valentin Hartmann works for Xent Labs
What is Valentin Hartmann's role at the current company?
Valentin Hartmann's current role is AI Research Scientist.
What is Valentin Hartmann's email address?
Valentin Hartmann's email address is va****@****ing.com
What schools did Valentin Hartmann attend?
Valentin Hartmann attended Epfl (École Polytechnique Fédérale De Lausanne), Technical University Of Munich, The University Of Göttingen.
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Valentin HARTMANN
Etudiant En 1Re Année De Master Big Data Et Intelligence Artificielle À L'Esgi - Ecole Supérieure De Génie Informatique , Etudiant En Ingénierie Aéronautique, Technicien Conception Et Réalisation De Systèmes AutomatiquesSartrouville -
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Valentin Hartmann
Neubiberg -
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