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Contact Co-President Bruno Dumas bruno.dumas@unamur.be Co-President Alexandre de Streel alexandre.destreel@unamur.be Organization Discover the members

NADI offers extensive expertise in artificial intelligence: bio-inspired robotics, robust, interactive, interpretable and safe machine learning, automatic program verification, declarative programming, business intelligence, knowledge representation and automatic software testing. This has already led to numerous collaborations with medical experts, industry and civil society. Along with other areas of expertise at NADI, AI experts are also exploring the educational, ethical, societal and legal implications of AI.

The collaborative economy refers to marketplaces that provide access to goods, services or skills through peer-to-peer exchanges. NADI explores the economic, technological and societal/environmental impacts of these exchanges.

Innovation has become increasingly complex. Developing appropriate solutions to our society's growing challenges requires exploring uncommon sources of solutions and combining the efforts of different stakeholders, including citizens or consumers. Co-innovation and co-creation analyze the methods, tools and governance that foster these participatory and collaborative approaches.

Japan is almost 10,000 kilometers from Belgium, a country that fascinates, not least for its rich culture full of contrasts. Researchers at UNamur maintain close ties with several Japanese institutions, particularly in the fields of computer science, mathematics and video games. Let's take a look at some of these collaborations..

This summer's third and final focus on the NaDI-CeRCLe research center, which has gained international recognition in recent weeks thanks to awards won by three young researchers in service management. Following on from Floriane Goosse and Victor Sluÿters, we invite you to discover the work of Florence Nizette, a young researcher working on Artificial Intelligence technologies.

Abstract Deep learning has become an extremely important technology in numerous domains such as computer vision, natural language processing, and autonomous systems. As neural networks grow in size and complexity to meet the demands of these applications, the cost of designing and training efficient models continues to rise in computation and energy consumption. Neural Architecture Search (NAS) has emerged as a promising solution to automate the design of performant neural networks. However, conventional NAS methods often require evaluating thousands of architectures, making them extremely resource-intensive and environmentally costly.This thesis introduces a novel, energy-aware NAS pipeline that operates at the intersection of Software Engineering and Machine Learning. We present CNNGen, a domain-specific generator for convolutional architectures, combined with performance and energy predictors to drastically reduce the number of architectures that need full training. These predictors are integrated into a multi-objective genetic algorithm (NSGA-II), enabling an efficient search for architectures that balance accuracy and energy consumption.Our approach explores a variety of prediction strategies, including sequence-based models, image-based representations, and deep metric learning, to estimate model quality from partial or symbolic representations. We validate our framework across three benchmark datasets, CIFAR-10, CIFAR-100, and Fashion-MNIST, demonstrating that it can produce results comparable to state-of-the-art architectures with significantly lower computational cost. By reducing the environmental footprint of NAS while maintaining high performance, this work contributes to the growing field of Green AI and highlights the value of predictive modelling in scalable and sustainable deep learning workflows. Jury Prof. Wim Vanhoof - University of Namur, BelgiumProf. Gilles Perrouin - University of Namur, BelgiumProf. Benoit Frénay - University of Namur, BelgiumProf. Pierre-Yves Schobbens - University of Namur, BelgiumProf. Clément Quinton - University of Lille, FranceProf. Paul Temple- University of Rennes, FranceProf. Schin'ichi Satoh - National Institute of Informatics, Japan

A flurry of awards for the NaDI-CeRCLe research center in recent weeks. The service management research of three young doctoral students from the EMCP Faculty has been recognized by their peers at leading international scientific events: Floriane Goosse, Victor Sluÿters and Florence Nizette. This summer, we invite you to discover their careers and their work.

Program FEBRUARY 139.00-9.30 Registration Auditorium E13Chair: Jean-Marie Baland9.30-10.15 Catherine Guirkinger (University of Namur) - Height, parental investments and marriage payments in sub-Saharan Africa10.15-11 Clément Imbert (Sc Pos Paris) - Dry Lives: Climate Adaptation and Mortality in the Semi-arid Regions of Brazil 11-11.30 coffee break11.30-12.15 Karlijn Morsink (Utrecht University) - Keeping the Peace while Getting Your Way: Information, Persuasion and Intimate Partner Violence12.15-13.00 Liam Wren-Lewis (Paris School of Economics) - Decentralization, Ethnic Fractionalization, and Public Services: Evidence from Kenyan Healthcare 13.00-14.10 Lunch Break and EC MeetingChair: Guilhem Cassan14.15-15.00 Christelle Dumas (University of Fribourg) Informal labor exchange teams and participation on the labor market: Evidence from rural Tanzania15.00-15.45 Andreas Madestam (University of Stockholm) Credit Contracts, Business Development and Gender: Evidence from Uganda15.45-16.15 Coffee Break16.15-17.00 Salvatore di Falco (University of Geneva) Farming, Non-Farm Enterprise, and Migration Under Incomplete Markets17:00-17:45 Jadnith Kaur (University of Glasgow) How Much Do I Matter? Teacher Self-Beliefs, Effort, and Education Production18:15 EUDN General Assembly 19.30 Conference DinnerFEBRUARY 14Chair: Sylvie Lambert9.30-10.15 Yannick Dupraz (University of Paris Dauphine) A century of language and migration in India10:15-11:00 Laura Montebruck (Stockholm University) Fiscal exchange and Tax Compliance: Strengthening the the Social Contract Under Low State Capacity 11-11.30 coffee break11.30-12.15 Justine Knebelmann (Sciences Po, Paris) Discretion versus Algorithms: Bureaucrats and Tax Equity in Senegal12.15-13.00 Imelda (Geneva Graduate Institute) Crime in the Dark: Role of Electricity Rationing 13.00-14.00 Lunch BreakChair: Catherine Guirkinger14.00-14:45 Rieger Matthias (Erasmus School of Health Policy & Management, Rotterdam) Shaken, not Stunted? Global Evidence on Natural Disasters, Child Growth and Recovery14.45-15:30 Guilhem Cassan (University of Namur) Political Determinants of the News Market: Novel Data and Quasi-Experimental evidence from India 15.45 End of the Conference Full program

The program Interventions by experts and researchers in the field of data science, , AI, digital twins, digital law and participatory processes.Registrations on the Vivre la Ville... website.

In September 1961, a few professors and fifteen students inaugurated the Faculty of Economic and Social Sciences at the University of Namur. Later renamed the Faculté des sciences économiques, sociales et de gestion, or FSESG, in over 60 years of existence, it has trained thousands of students who have become experts and decision-makers in key fields: economics, management, communication and political science. In September 2024, it changed its name to EMCP or Faculté Économie Management Communication sciencesPo. A change of name, symbol of a visionary mutation.

The Vodoun School of Economics (VoSE) in January 2025 was another success, bringing together participants from four institutions: the University of Namur, the University of Abomey-Calavi, the University of Antwerp and the African School of Economics.