seminarprogramm
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seminarprogramm [2021/07/30 09:38] payan [Seminar 2021/2022: Ethical issues, law & novel applications of AI (MIE 630)] |
seminarprogramm [2021/09/15 16:42] scornet [Seminar 2021/2022: Ethical issues, law & novel applications of AI (MIE 630)] |
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| ====== Seminar 2021/2022: Ethical issues, law & novel applications of AI (MIE 630) ====== | ====== Seminar 2021/2022: Ethical issues, law & novel applications of AI (MIE 630) ====== | ||
| - | On **Tuesdays, 1:30 pm-3:00pm**, Amphitheatre, in the X building or by Videoconference link (//According to the sanitary rules of our school and/or the government during the Covid 19 period//): https://ecolepolytechnique.zoom.us/j/97910981213?pwd=SUlmbUNOWFFDWjlCYSt6UUlLNVZEQT09 | + | On **Tuesdays, 1:30 pm-3:00pm**, Amphitheatre Gregory, in the X building (near main entrance/Receptions) or by Videoconference if necessary |
| //**To participate in the face-to-face seminars**, please contact to register by mail: veronique.steyer@polytechnique.edu | //**To participate in the face-to-face seminars**, please contact to register by mail: veronique.steyer@polytechnique.edu | ||
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| //Seminars are mandatory for students of the Master of Science and Technology in Artificial Intelligence and advanced Visual Computing (Master 2nd year).// | //Seminars are mandatory for students of the Master of Science and Technology in Artificial Intelligence and advanced Visual Computing (Master 2nd year).// | ||
| - | **<color #00a2e8>September 21</color>** - ** From artificial intelligence to computational ethics - Jean-Gabriel Ganascia, Sorbonne University, Lip6, Chairman of the COMETS (CNRS Ethical Committee)** (room cancelled: Sophie Germain / Cancelled room / only in distance for respect of sanitary rules) introduced by Véronique Steyer/Louis Vuarin | + | **<color #00a2e8>September 21</color>** - ** From artificial intelligence to computational ethics - Jean-Gabriel Ganascia, Sorbonne University, Lip6, Chairman of the COMETS (CNRS Ethical Committee)** introduced by Véronique Steyer/Louis Vuarin |
| **Videoconference link**: https://ecolepolytechnique.zoom.us/j/98734008049?pwd=UUwzaHhwUEp6MkFudksrOEZYMmZXdz09 | **Videoconference link**: https://ecolepolytechnique.zoom.us/j/98734008049?pwd=UUwzaHhwUEp6MkFudksrOEZYMmZXdz09 | ||
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| **Bio**: Jean-Gabriel Ganascia is Professor of Computer Science at Sorbonne University, senior member of the Institut Universitaire de France, EurAI – European Association for Artificial Intelligence – fellow and member of the LIP6 (Laboratory of Computer Science of the Paris 6) where he heads the ACASA team. In addition, he chairs the COMETS that is the Ethical Committee of the CNRS and he is member of the CPEN-CCNE (comité pilote d’éthique du numérique), i.e. the Ethical committee of the CCNE (comité consultatif national d’éthique). | **Bio**: Jean-Gabriel Ganascia is Professor of Computer Science at Sorbonne University, senior member of the Institut Universitaire de France, EurAI – European Association for Artificial Intelligence – fellow and member of the LIP6 (Laboratory of Computer Science of the Paris 6) where he heads the ACASA team. In addition, he chairs the COMETS that is the Ethical Committee of the CNRS and he is member of the CPEN-CCNE (comité pilote d’éthique du numérique), i.e. the Ethical committee of the CCNE (comité consultatif national d’éthique). | ||
| - | <color #00a2e8>**September 28**</color> – **Robust, Safe and Explainable Intelligent and Autonomous Systems - Raja Chatila** (room: Sophie Germain) introduced by Véronique Steyer/Louis Vuarin | + | <color #00a2e8>**September 28**</color> – **Robust, Safe and Explainable Intelligent and Autonomous Systems - Raja Chatila** (room: Amphi Gregory) introduced by Véronique Steyer/Louis Vuarin |
| **Videoconference link**: https://ecolepolytechnique.zoom.us/j/97910981213?pwd=SUlmbUNOWFFDWjlCYSt6UUlLNVZEQT09 | **Videoconference link**: https://ecolepolytechnique.zoom.us/j/97910981213?pwd=SUlmbUNOWFFDWjlCYSt6UUlLNVZEQT09 | ||
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| **Bio**: François Faure, 49, graduated in Mechanical Engineering at ENS Cachan in 1993, and became a full university professor in Computer Science in Grenoble, 2011. His research contributions range from the simulation of rigid and deformable solids, collision detection, to the computation of personalized models for medical simulation. He founded Anatoscope with four colleagues in 2015, and he has been fully focused on its development since then. In three years, the company has signed strategic partnerships in the dental and orthopedic domains, and grown to 40 employees. | **Bio**: François Faure, 49, graduated in Mechanical Engineering at ENS Cachan in 1993, and became a full university professor in Computer Science in Grenoble, 2011. His research contributions range from the simulation of rigid and deformable solids, collision detection, to the computation of personalized models for medical simulation. He founded Anatoscope with four colleagues in 2015, and he has been fully focused on its development since then. In three years, the company has signed strategic partnerships in the dental and orthopedic domains, and grown to 40 employees. | ||
| - | <color #00a2e8>**November 9 (to be defined) **</color> / <color #ff7f27> | + | <color #00a2e8>**November 16**</color> - **From Phd to Startup creation: Real-estate Market Transparency using AI. Adrien Bernhardt, CTO Homiwoo** (room: Curie Amphitheatre, in the X building - c//ompulsory registration for external persons; students of the AI-ViC master programme are automatically registered)//) introduced by Véronique Steyer/Louis Vuarin |
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| - | <color #00a2e8>**November 16**</color> - **From Phd to Startup creation: Real-estate Market Transparency using AI. Adrien Bernhardt, CTO Homiwoo** (room: Curie Amphitheatre, in the X building - c//ompulsory registration for external persons ; students of the AI-ViC master programme are automatically registered)//) introduced by Véronique Steyer/Louis Vuarin | + | |
| **Abstract**: This presentation will mix a professional path, that include a Phd in computer graphics, 4 years in Criteo Data Science Team and the creation of a startup focussed on data science. The first part is dedicated to lessons from doing a Phd and working in a fast-growing company like Criteo at the time it was growing fast, while the second part is dedicated to what we do at Homiwoo, how we do and side projects we have. | **Abstract**: This presentation will mix a professional path, that include a Phd in computer graphics, 4 years in Criteo Data Science Team and the creation of a startup focussed on data science. The first part is dedicated to lessons from doing a Phd and working in a fast-growing company like Criteo at the time it was growing fast, while the second part is dedicated to what we do at Homiwoo, how we do and side projects we have. | ||
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| **Bio**: https://www.polytechnique.edu/annuaire/fr/user/12853/thierry.rayna# | **Bio**: https://www.polytechnique.edu/annuaire/fr/user/12853/thierry.rayna# | ||
| - | <color #00a2e8>**January 11 (to be confirmed)**</color> - **Fighting blindness with bionic eyes, Vincent Bismuth, General Electric Healthcare** (room: Sophie Germain) introduced by Véronique Steyer/Louis Vuarin | + | <color #00a2e8>**January 11 (to be confirmed)**</color> - **Fighting blindness with bionic eyes, Vincent Bismuth, General Electric Healthcare** (room: Gregory) introduced by Véronique Steyer/Louis Vuarin |
| **Abstract**: Restoring vision for the blind has long been considered a science-fiction topic. However, since two decades accelerating efforts in the field of visual prostheses have yielded significant progress and several hundred patients worldwide have received such devices, with various outcomes. This seminar will briefly present the field with a special focus on the image processing side, providing an overview of the main approaches, limitations and results. | **Abstract**: Restoring vision for the blind has long been considered a science-fiction topic. However, since two decades accelerating efforts in the field of visual prostheses have yielded significant progress and several hundred patients worldwide have received such devices, with various outcomes. This seminar will briefly present the field with a special focus on the image processing side, providing an overview of the main approaches, limitations and results. | ||
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| **Bio**: Jean-Baptiste Rouquier graduated from École Normale Supérieure de Lyon and worked 6 years in academic research, on complex systems, complex networks and data science applications. He was then employed as an NLP researcher for a hedge fund, then software engineer for feature engineering at Criteo. He went to Dataiku to work as a data scientist, trainer, expert support and consultant, then in a mutual health insurance, before joining Fujitsu as senior data scientist for the creation of the AI Center of Excellence. He is a Fujitsu associate distinguished engineer. | **Bio**: Jean-Baptiste Rouquier graduated from École Normale Supérieure de Lyon and worked 6 years in academic research, on complex systems, complex networks and data science applications. He was then employed as an NLP researcher for a hedge fund, then software engineer for feature engineering at Criteo. He went to Dataiku to work as a data scientist, trainer, expert support and consultant, then in a mutual health insurance, before joining Fujitsu as senior data scientist for the creation of the AI Center of Excellence. He is a Fujitsu associate distinguished engineer. | ||
| - | <color #00a2e8>**February 15 (to be confirmed) *</color> - **“AI Ethics: Principles and beyond?”, Véronique Magnier, Agrégée des facultés de droit, Professeur de Droit, Université Paris-Sud Saclay, Directeur de l'Institut Droit Ethique Patrimoine** (room: Sophie Germain) introduced by Véronique Steyer/Louis Vuarin | + | <color #00a2e8>**February 15 (to be confirmed) **</color> - **“AI Ethics: Principles and beyond?”, Véronique Magnier, Agrégée des facultés de droit, Professeur de Droit, Université Paris-Sud Saclay, Directeur de l'Institut Droit Ethique Patrimoine** (room: Gregory) introduced by Véronique Steyer/Louis Vuarin |
| **Abstract**: AI Ethics has become a global topic in policy and academic circles. It is now recognised that AI technologies offer opportunities for fostering human dignity and promoting human flourishing but may be associated with risks also. Hence, the major impact AI will have on society is no longer in question. Current debates turn instead on how far this impact will be positive or negative. This seminar examines the new pertinent questions, which is no more the one of whether AI will have an impact, but by whom, how, where, and when this positive or negative impact will be felt. From a legal perspective, these questions address the way national jurisdictions (should) offer a frame for AI activities, in a global context. So far, AI Ethics seems to converge on a set of principles. But can principles alone guarantee ethical AI? The seminar mainly questions the advantages and limits of an ethical approach to AI, questionning the legal methodologies associated. | **Abstract**: AI Ethics has become a global topic in policy and academic circles. It is now recognised that AI technologies offer opportunities for fostering human dignity and promoting human flourishing but may be associated with risks also. Hence, the major impact AI will have on society is no longer in question. Current debates turn instead on how far this impact will be positive or negative. This seminar examines the new pertinent questions, which is no more the one of whether AI will have an impact, but by whom, how, where, and when this positive or negative impact will be felt. From a legal perspective, these questions address the way national jurisdictions (should) offer a frame for AI activities, in a global context. So far, AI Ethics seems to converge on a set of principles. But can principles alone guarantee ethical AI? The seminar mainly questions the advantages and limits of an ethical approach to AI, questionning the legal methodologies associated. | ||
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| - | <color #00a2e8>**March 8**</color> - **Big data approaches to brain imaging & applications in psychiatry, Bertrand Thirion, Head of Parietal team, head of Dataia, Inria** (room: Sophie Germain) introduced by Véronique Steyer/Louis Vuarin | + | <color #00a2e8>**March 8**</color> - **Big data approaches to brain imaging & applications in psychiatry, Bertrand Thirion, Head of Parietal team, head of Dataia, Inria** (room: Gregory) introduced by Véronique Steyer/Louis Vuarin |
| **Abstract**: Population imaging consists in studying the characteristics of populations as measured by brain imaging. The transition to big data in this field has consisted in imaging and behavioral acquisition from larger cohorts and in the agglomeration of such datasets. An important question is whether the loss of homogeneity inherent to working on composite datasets is detrimental to prediction accuracy. We provide evidence that this is not the case: larger datasets ultimately provide more power for individual prediction and diagnosis. We also outline technical aspects of the work on large imaging datasets and benefits of challenges and collaborative work. | **Abstract**: Population imaging consists in studying the characteristics of populations as measured by brain imaging. The transition to big data in this field has consisted in imaging and behavioral acquisition from larger cohorts and in the agglomeration of such datasets. An important question is whether the loss of homogeneity inherent to working on composite datasets is detrimental to prediction accuracy. We provide evidence that this is not the case: larger datasets ultimately provide more power for individual prediction and diagnosis. We also outline technical aspects of the work on large imaging datasets and benefits of challenges and collaborative work. | ||
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| - | ====== Seminar 2020/2021: Ethical issues, law & novel applications of AI (MIE 630) ====== | + | |
| + | ====== Headline ====== | ||
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| + | **====== Seminar 2020/2021: Ethical issues, law & novel applications of AI (MIE 630) ======** | ||
| On **Tuesdays, 1:30 pm-3:00pm**, Curie Amphitheatre, in the X building or by Videoconference link (//According to the sanitary rules of our school and/or the government during the Covid 19 period//): https://ecolepolytechnique.zoom.us/j/97910981213?pwd=SUlmbUNOWFFDWjlCYSt6UUlLNVZEQT09 | On **Tuesdays, 1:30 pm-3:00pm**, Curie Amphitheatre, in the X building or by Videoconference link (//According to the sanitary rules of our school and/or the government during the Covid 19 period//): https://ecolepolytechnique.zoom.us/j/97910981213?pwd=SUlmbUNOWFFDWjlCYSt6UUlLNVZEQT09 | ||
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| **Bio**: Bertrand Thirion is the leader of the Parietal team, part of INRIA research institute, Saclay, France, that addresses the development of statistics and machine learning techniques for brain imaging. He contributes both algorithms and software, with a special focus on functional neuroimaging applications. He is involved in the Neurospin (CEA) neuroimaging center, one of the leading places on the use of high-field MRI for brain imaging. Bertrand Thirion is currently head of the DATAIA convergence institute. | **Bio**: Bertrand Thirion is the leader of the Parietal team, part of INRIA research institute, Saclay, France, that addresses the development of statistics and machine learning techniques for brain imaging. He contributes both algorithms and software, with a special focus on functional neuroimaging applications. He is involved in the Neurospin (CEA) neuroimaging center, one of the leading places on the use of high-field MRI for brain imaging. Bertrand Thirion is currently head of the DATAIA convergence institute. | ||
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| + | ====== Headline ====== | ||
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seminarprogramm.txt · Last modified: 2023/02/15 15:35 by payan
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