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Shorter Long
General Information
Full Name | Téo Sanchez |
Birth date | 11th of April 1993, Marseille, France |
Email address | teo [dot] eoures [at] gmail [dot] com |
🔍 Academic Interests
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Interative Machine Learning
How to design systems that improves people's agency on machine learning models? In particular, how can we design ML systems in which humans are a collaborative partner both in generating the knowledge data of interest and in using model's predictions.
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Human-centered AI
Understanding human-AI interaction as a language and a phenomenon: How to design meaningful interactions between humans and AI systems? How humans behave and reason when interacting with AI systems?
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Community of practice and collaborative work with IA
What are emergent and collective practices around AI? How to design AI systems that support and foster these practices?
🥼 Research experience
- 2022-2023
Invited researcher
Examining the Text-to-Image Community of Practice: Why and How do People Prompt Generative AIs?Affiliations: Selas Studio, Paris, France - 2018-2022
Doctoral student
Interactive Machine Teaching for and with novicesSupervisors: Baptiste Caramiaux, Wendy MackayAffiliations: National institute for research in digital science and technology (Inria), Université Paris-Saclay, Interdisciplinary Laboratory of Digital Sciences (LISN), ExSitu Team - fev-jul 2018
Master's thesis research intern
Active Learning for supporting movement-based creative interactionSupervisors: Baptiste CaramiauxAffiliations: Université Paris-Saclay, LISN, ExSitu
🎓 Education
- 2018 - 2022
PhD in computer science
Interactive Machine Teaching for and with novices
Defended on the 20th of June 2022Supervisors: Baptiste Caramiaux, Wendy MackayAffiliations: Université Paris-Saclay, Inria - 2016 - 2018
Master's degree ATIAM
Acoustic, Signal Processing, and Computer Science applied to MusicAffiliations: Sorbonne Université, Telecom ParisTech, IRCAM Centre Pompidou - 2013 - 2018
École Normale Supérieure's diploma
École Normale Supérieure, Paris, FranceMajor in computer science, minor in chemistry
🏆 Honors and Awards
- 2023
Honorable mention
15th Annual Conference on Creativity & CognitionExamining the Text-to-Image Community of Practice: Why and How do People Prompt Generative AIs? - 2023
Best thesis award
Francophone Association of Human-Computer Interaction (AFIHM)Interactive Machine Teaching for and with novices - 2022
Best paper award
27th Annual Conference on Intelligent User InterfacesDeep Learning Uncertainty in Machine Teaching
👥 Supervision
- 2021
Pierre Thiel, , Master thesis (6 months)
Université Gustave EiffelCo-supervised with Baptiste Caramiaux
💻 Open source software and models
- 2021
Contributor to the Marcelle toolkit
Toolkit for composing interactive machine learning workflows and interfaces
📣 Talks and conferences
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Conference organization
- jun. 2023
7th edition of the HCI-AI scientific day
AFIHM,French association of Artificial Intelligence (AFIA), Sorbonne Center for Artificial Intelligence (SCAI)Main organizer -
Conference participation
- apr. 2023
IHM 2023 - 34th edition of the international and francophone conference on human-computer interaction
Best thesis award talk: Interactive Machine Teaching for and with novices - 2022
IUI 2022 - 27th Annual Conference on Intelligent User Interfaces
Paper presentation and demo session - 2021
CSCW 2021 - The 24th ACM Conference on Computer-Supported Cooperative Work and Social Computing
Paper presentation -
Summer schools
- aug. 2021
5th edition of the Computational Interaction summer school
Columbia University, New York, USA -
Workshops and roundtables
- jan. 2023
Invited talk in the workshop Machine Teaching for Humans: Rethinking Example-Based Explanations
University of Bergen, Valencian Research Institute of AITalk title: Humans as teachers: an HCI approach to building ML models - may. 2022
Invited speaker in the colloquium Human-Computer partnership
Collège de France, ParisInteractive Machine Teaching - nov. 2021
Roundtable on Crossing arts, design, and sciences to teach differently
Centre pompidou, Paris
💼 Teaching
- B.Sc. Sem. 1
Introduction to computer science and imperative programming
Foundation of computer science, programming in C++, networks and internet architecture - B.Sc. Sem. 2
Introduction to modular programming
Foundation of software engineering, data structures, classes, encapsulation, and testing - B.Sc. Sem. 2
Multidisciplinary projects in math and computer science
Project-based learning, basics in Python and SAGE - B.Sc. Sem. 2
Introduction to Data Science
Processing chain of a data science problem, concepts of statistics and computer vision - B.Sc. Sem. 4
Databases
Theory and applications of databases, relational algebra, normal forms, and SQL - B.Sc. Sem. 6
Introduction to Statistical Learning
Theory and application of Machine Learning, Bayesian models, Neural network, NLP etc. - M.Sc. Sem. 2
Interactive Machine Learning
Interactive Machine Learning and related fiels, project-based learning
🎙️ Science popularization
- jun. 2021
Workshops among high-school students on AI
Lycée Newton (Clichy), Lycée Jean-Baptiste Say (Paris)In collaboration with the TRACES association - mar. 2020
Confine ta science: Science popularization workshop on neural networks and AI
Broadcasted on Twitch during the COVID-19 confinementIn collaboration with the TRACES association - oct. 2019
Co-creation workshop on Machine Learning
TURFU festival, Caen, FranceIn collaboration with the TRACES association
🌀 Art
- aug. 2021
Interactive installation - Cor Epiglottae
Winner prize of the creARTathon - Exhibited in Gallery Josephin collaboration with Elna Aurand, Alexandre Boiron, Hervé de Saint Blancard, and Junhang Yu - jun. 2017
Sound deign training in Max/MSP
Structure.Void - artist and developper Julien Bayle - apr. 2011
Classical piano and music theory diploma
Music conservatory in Aubagne, France
💬 Languages
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Natural languages
French Native English Fluent German Beginner Spanish Beginner -
Programming languages
Development Python, C++ Web dev HTML, CSS, JavaScript, Svelte, Node.js, Express.js Machine learning TensorFlow, PyTorch, Scikit-learn Sound processing PureData, Max/MSP, Faust Database SQL, NeDB
🎹 Hobbies
Music | Piano, accordion |
Sport | Hiking, trekking |