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Mathieu Pont Email & Phone Number
Post-doctoral researcher
at
RPTU Kaiserslautern-Landau
LinkedIn matched
✓ Verified July 2026
3 data sources
Profile completeness 86%
Current company
Role
Post-doctoral researcher
Location
Germany
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Mathieu Pont is listed as Post-doctoral researcher at RPTU Kaiserslautern-Landau, a with 2061 employees, based in Germany. AeroLeads shows a matched LinkedIn profile for Mathieu Pont.
Mathieu Pont previously worked as Post-doctoral researcher at Lip6 - Laboratoire D'Informatique and Ph.D. Student at Lip6 - Laboratoire D'Informatique Sorbonne Université/Cnrs. Mathieu Pont holds Master, Intelligence Artificielle - Machine Learning For Data Science, (S7) 3 / 33 ; (S8) 1 / 33 : (S9) 1 / 37 ; (S10) 1 / 39 from Université De Paris.
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RPTU Kaiserslautern-Landau
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Profile bio
About Mathieu Pont
Mathieu Pont is a Post-doctoral researcher at RPTU Kaiserslautern-Landau. He is proficient in Anglais.
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Rptu Kaiserslautern-Landau
8 roles
Mathieu Pont work experience
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Post-Doctoral Researcher
Topological Data Analysis, Machine Learning and Visualization.
Post-Doctoral Researcher
Topological Data Analysis, Machine Learning and Visualization.
Dec 2023 - Sep 2024
Ph.D. Student
Thesis in Topological Data Analysis, focused on the analysis of ensembles of scalar fields based on their merge trees and persistence diagrams with applications in machine learning, visualization and data reduction.Contributions: - Definition of a new metric between merge trees purposely designed to easily compute geodesics, barycenters and clustering of merge trees. - Adaptation of the Principal Component Analysis framework to the Wasserstein metric space of merge trees and persistence diagrams.- Adaptation of the Autoencoder framework to the Wasserstein metric space of merge trees and persistence diagrams.
Oct 2020 - Nov 2023
Master 2 Research Intern
Topological Data Analysis. Study and implementation of distances, barycenters, and clustering using the topological abstraction of the merge tree.
Apr 2020 - Sep 2020
Master 1 Research Intern
Use of Natural Language Processing techniques for the analysis of biomedical corpora (PubMed database) to establish connections between diseases, genes, symptoms, factors, etc.Techniques used: Text Data Cleaning, Embedding (SVD, GloVe, BERT), Co-Clustering (Modularity, WC-NMTF), Named Entity Recognition (Metric Learning).
May 2019 - Jul 2019
Bachelor Research Intern
Comparison of the AMOEBA multi-agent system (developed as part of a Ph.D. thesis within the SMAC team at IRIT) with other learning techniques that I had to implement, such as Deep Q Learning and NEAT (NeuroEvolution of Augmenting Topologies). This comparative study was conducted using the MarioAI benchmark in a reinforcement learning framework.
Apr 2018 - Jul 2018
Dut Research Intern
- Design of a thermal monitoring system for a server room (using a Raspberry Pi).- Update of documentation through the completion of a project using the EV3 robotics kit (the project involves designing a robot that must retrieve two samples placed randomly on a field and bring them back to a designated area).
Apr 2016 - Jun 2016
3 education records
Mathieu Pont education
Master, Intelligence Artificielle - Machine Learning For Data Science, (S7) 3 / 33 ; (S8) 1 / 33 : (S9) 1 / 37 ; (S10) 1 / 39
Licence, Computer Science, (S5) 4 / 156
Dut, Geii (Génie Electrique Et Informatique Industrielle)
FAQ
Frequently asked questions about Mathieu Pont
Quick answers generated from the profile data available on this page.
What company does Mathieu Pont work for?
Mathieu Pont works for RPTU Kaiserslautern-Landau.
What is Mathieu Pont's role at RPTU Kaiserslautern-Landau?
Mathieu Pont is listed as Post-doctoral researcher at RPTU Kaiserslautern-Landau.
Where is Mathieu Pont based?
Mathieu Pont is based in Germany while working with RPTU Kaiserslautern-Landau.
What companies has Mathieu Pont worked for?
Mathieu Pont has worked for Rptu Kaiserslautern-Landau, Lip6 - Laboratoire D'Informatique, Lip6 - Laboratoire D'Informatique Sorbonne Université/Cnrs, Lip6 - Le Laboratoire D'Informatique De Sorbonne Université, and Laboratoire D'Informatique Paris Descartes (Lipade).
How can I contact Mathieu Pont?
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What schools did Mathieu Pont attend?
Mathieu Pont holds Master, Intelligence Artificielle - Machine Learning For Data Science, (S7) 3 / 33 ; (S8) 1 / 33 : (S9) 1 / 37 ; (S10) 1 / 39 from Université De Paris.
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