| 2025 | GECCO | Evolutionary Computation: Back to the Future. | Marc Schoenauer |
| 2025 | ICML | Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. | Audrey Poinsot, Panayiotis Panayiotou, Alessandro Ferreira Leite, Nicolas Chesneau, zgr Simsek, Marc Schoenauer |
| 2024 | IJCAI | Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. | Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michle Sebag, Marc Schoenauer |
| 2023 | EUROGP | Memetic Semantic Genetic Programming for Symbolic Regression. | Alessandro Ferreira Leite, Marc Schoenauer |
| 2023 | GECCO | Interactive Latent Diffusion Model. | Mathurin Videau, Nickolai Knizev, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud |
| 2022 | EUROGP | Multi-objective Genetic Programming for Explainable Reinforcement Learning. | Mathurin Videau, Alessandro Ferreira Leite, Olivier Teytaud, Marc Schoenauer |
| 2022 | ICLR | Learning meta-features for AutoML. | Herilalaina Rakotoarison, Louisot Milijaona, Andry Rasoanaivo, Michle Sebag, Marc Schoenauer |
| 2021 | GECCO | Zoetrope genetic programming for regression. | Aurlie Boisbunon, Carlo Fanara, Ingrid Grenet, Jonathan Daeden, Alexis Vighi, Marc Schoenauer |
| 2021 | GECCO | Paradiseo: from a modular framework for evolutionary computation to the automated design of metaheuristics: 22 years of Paradiseo. | Johann Dro, Arnaud Liefooghe, Sbastien Vrel, Marc Schoenauer, Juan Julin Merelo Guervs, Alexandre Quemy, Benjamin Bouvier, Jan Gmys |
| 2021 | ICANN | Multi-resolution Graph Neural Networks for PDE Approximation. | Wenzhuo Liu, Mouadh Yagoubi, Marc Schoenauer |
| 2020 | ECAI | CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators. | Julien Girard-Satabin, Guillaume Charpiat, Zakaria Chihani, Marc Schoenauer |
| 2019 | CEC | On the Behaviour of Differential Evolution for Problems with Dynamic Linear Constraints. | Maryam Hasani-Shoreh, Maria Yaneli Ameca-Alducin, Wilson Blaikie, Marc Schoenauer |
| 2019 | ESANN | LEAP nets for power grid perturbations. | Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer |
| 2019 | GECCO | Promoting semantic diversity in multi-objective genetic programming. | Edgar Galvn, Marc Schoenauer |
| 2019 | ICLR | Multi-Domain Adversarial Learning. | Alice Schoenauer Sebag, Louise Heinrich, Marc Schoenauer, Michle Sebag, Lani F. Wu, Steven J. Altschuler |
| 2019 | IJCAI | Automated Machine Learning with Monte-Carlo Tree Search. | Herilalaina Rakotoarison, Marc Schoenauer, Michle Sebag |
| 2018 | ESANN | Fast Power system security analysis with Guided Dropout. | Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici |
| 2018 | GECCO | Bio-inspired approaches to anomaly and intrusion detection. | Luis Mart, Marc Schoenauer |
| 2018 | IJCNN | Anticipating contingengies in power grids using fast neural net screening. | Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici |
| 2018 | PPSN | Tutorials at PPSN 2018. | Gisele Lobo Pappa, Michael T. M. Emmerich, Ana L. C. Bazzan, Will N. Browne, Kalyanmoy Deb, Carola Doerr, Marko Durasevic, Michael G. Epitropakis, Saemundur O. Haraldsson, Domagoj Jakobovic, Pascal Kerschke, Krzysztof Krawiec, Per Kristian Lehre, Xiaodong Li, Andrei Lissovoi, Pekka Malo, Luis Mart, Yi Mei, Juan Julin Merelo Guervs, Julian F. Miller, Alberto Moraglio, Antonio J. Nebro, Su Nguyen, Gabriela Ochoa, Pietro S. Oliveto, Stjepan Picek, Nelishia Pillay, Mike Preuss, Marc Schoenauer, Roman Senkerik, Ankur Sinha, Ofer M. Shir, Dirk Sudholt, L. Darrell Whitley, Mark Wineberg, John R. Woodward, Mengjie Zhang |
| 2017 | GECCO | Per instance algorithm configuration of CMA-ES with limited budget. | Nacim Belkhir, Johann Dro, Pierre Savant, Marc Schoenauer |
| 2017 | GECCO | Dynamic GP fitness cases in static and dynamic optimisation problems. | Edgar Galvn Lpez, Lucia Vzquez-Mendoza, Marc Schoenauer, Leonardo Trujillo |
| 2017 | GECCO | Progressively adding objectives: a case study in anomaly detection. | Luis Mart, Arsne Fansi Tchango, Laurent Navarro, Marc Schoenauer |
| 2016 | GECCO | VorAIS: A Multi-Objective Voronoi Diagram-based Artificial Immune System. | Luis Mart, Arsne Fansi Tchango, Laurent Navarro, Marc Schoenauer |
| 2016 | PPSN | Feature Based Algorithm Configuration: A Case Study with Differential Evolution. | Nacim Belkhir, Johann Dro, Pierre Savant, Marc Schoenauer |
| 2016 | PPSN | On the Use of Semantics in Multi-objective Genetic Programming. | Edgar Galvn Lpez, Efrn Mezura-Montes, Ouassim Ait ElHara, Marc Schoenauer |
| 2016 | PPSN | Anomaly Detection with the Voronoi Diagram Evolutionary Algorithm. | Luis Mart, Arsne Fansi Tchango, Laurent Navarro, Marc Schoenauer |
| 2015 | GECCO | Memetic Semantic Genetic Programming. | Robyn Ffrancon, Marc Schoenauer |
| 2015 | GECCO | Greedy Semantic Local Search for Small Solutions. | Robyn Ffrancon, Marc Schoenauer |
| 2015 | IJCCI | Design of an Autonomous Intelligent Demand-Side Management System by using Electric Vehicles as Mobile Energy Storage Units by Means of Evolutionary Algorithms. | Edgar Galvn Lpez, Marc Schoenauer, Constantinos Patsakis |
| 2015 | IJCCI | Demand-Side Management: Optimising Through Differential Evolution Plug-in Electric Vehicles to Partially Fulfil Load Demand. | Edgar Galvn Lpez, Marc Schoenauer, Constantinos Patsakis, Leonardo Trujillo |
| 2014 | ICML | Programming by Feedback. | Marc Schoenauer, Riad Akrour, Michle Sebag, Jean-Christophe Souplet |
| 2014 | PPSN | Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag, Nikolaus Hansen |
| 2014 | PPSN | Racing Multi-objective Selection Probabilities. | Gatan Marceau-Caron, Marc Schoenauer |
| 2013 | CEC | Multiobjective tactical planning under uncertainty for air traffic flow and capacity management. | Gatan Marceau Caron, Pierre Savant, Marc Schoenauer |
| 2013 | CP | Bandit-Based Search for Constraint Programming. | Manuel Loth, Michle Sebag, Youssef Hamadi, Marc Schoenauer |
| 2013 | EMO | Multi-objective AI Planning: Evaluating DaE YAHSP on a Tunable Benchmark. | Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dro, Pierre Savant |
| 2013 | GECCO | Intensive surrogate model exploitation in self-adaptive surrogate-assisted cma-es (saacm-es). | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2013 | GECCO | Bi-population CMA-ES agorithms with surrogate models and line searches. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2013 | GECCO | Multiobjective optimization for reducing delays and congestion in air traffic management. | Gatan Marceau, Pierre Savant, Marc Schoenauer |
| 2013 | GECCO | Sustainable cooperative coevolution with a multi-armed bandit. | Franois-Michel De Rainville, Michle Sebag, Christian Gagn, Marc Schoenauer, Denis Laurendeau |
| 2013 | IJCAI | Pareto-Based Multiobjective AI Planning. | Mostepha Redouane Khouadjia, Marc Schoenauer, Vincent Vidal, Johann Dro, Pierre Savant |
| 2012 | ECAI | A Multi-objective Approach to Balance Buildings Construction Cost and Energy Efficiency. | lvaro Fialho, Youssef Hamadi, Marc Schoenauer |
| 2012 | GECCO | Self-adaptive surrogate-assisted covariance matrix adaptation evolution strategy. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES on the BBOB-2012 noiseless testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of IPOP-saACM-ES on the BBOB-2012 noisy testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES on the BBOB-2012 noiseless testbed. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2012 | GECCO | Asynchronous master/slave moeas and heterogeneous evaluation costs. | Mouadh Yagoubi, Marc Schoenauer |
| 2012 | PPSN | Alternative Restart Strategies for CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2011 | CEC | Asynchronous Evolutionary Multi-Objective Algorithms with heterogeneous evaluation costs. | Mouadh Yagoubi, Ludovic Thobois, Marc Schoenauer |
| 2011 | EMO | Not All Parents Are Equal for MO-CMA-ES. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2011 | GECCO | Instance-based parameter tuning for evolutionary AI planning. | Mtys Brendel, Marc Schoenauer |
| 2011 | GECCO | Instance-based parameter tuning for evolutionary AI planning. | Mtys Brendel, Marc Schoenauer |
| 2011 | GECCO | Optimizing architectural and structural aspects of buildings towards higher energy efficiency. | lvaro Fialho, Youssef Hamadi, Marc Schoenauer |
| 2011 | GECCO | Adaptive coordinate descent. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2011 | GECCO | Simple tools for multimodal optimization. | Marc Schoenauer, Fabien Teytaud, Olivier Teytaud |
| 2010 | EUROGP | Evolving Genes to Balance a Pole. | Miguel Nicolau, Marc Schoenauer, Wolfgang Banzhaf |
| 2010 | GECCO | On the generality of parameter tuning in evolutionary planning. | Jacques Bibai, Pierre Savant, Marc Schoenauer, Vincent Vidal |
| 2010 | GECCO | Toward comparison-based adaptive operator selection. | lvaro Fialho, Marc Schoenauer, Michle Sebag |
| 2010 | GECCO | Fitness-AUC bandit adaptive strategy selection vs. the probability matching one within differential evolution: an empirical comparison on the bbob-2010 noiseless testbed. | lvaro Fialho, Marc Schoenauer, Michle Sebag |
| 2010 | GECCO | A mono surrogate for multiobjective optimization. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2010 | GECCO | A pareto-compliant surrogate approach for multiobjective optimization. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2010 | PPSN | Open-Ended Evolutionary Robotics: An Information Theoretic Approach. | Pierre Delarboulas, Marc Schoenauer, Michle Sebag |
| 2010 | PPSN | Comparison-Based Adaptive Strategy Selection with Bandits in Differential Evolution. | lvaro Fialho, Raymond Ros, Marc Schoenauer, Michle Sebag |
| 2010 | PPSN | Comparison-Based Optimizers Need Comparison-Based Surrogates. | Ilya Loshchilov, Marc Schoenauer, Michle Sebag |
| 2009 | CEC | Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator Selection. | Jorge Maturana, lvaro Fialho, Frdric Saubion, Marc Schoenauer, Michle Sebag |
| 2009 | EUROGP | A Statistical Learning Perspective of Genetic Programming. | Nur Merve Amil, Nicolas Bredche, Christian Gagn, Sylvain Gelly, Marc Schoenauer, Olivier Teytaud |
| 2009 | GECCO | Bringing evolutionary computation to industrial applications with guide. | Lus Da Costa, Marc Schoenauer |
| 2009 | GECCO | Extreme: dynamic multi-armed bandits for adaptive operator selection. | lvaro Fialho, Lus Da Costa, Marc Schoenauer, Michle Sebag |
| 2009 | GECCO | Analysis of adaptive operator selection techniques on the royal road and long k-path problems. | lvaro Fialho, Marc Schoenauer, Michle Sebag |
| 2009 | GECCO | The impact of network topology on self-organizing maps. | Fei Jiang, Hugues Berry, Marc Schoenauer |
| 2009 | GECCO | Evolving specific network statistical properties using a gene regulatory network model. | Miguel Nicolau, Marc Schoenauer |
| 2008 | CEC | Evolving scale-free topologies using a Gene Regulatory Network model. | Miguel Nicolau, Marc Schoenauer |
| 2008 | GECCO | Adaptive operator selection with dynamic multi-armed bandits. | Lus Da Costa, lvaro Fialho, Marc Schoenauer, Michle Sebag |
| 2008 | GECCO | Unsupervised learning of echo state networks: balancing the double pole. | Fei Jiang, Hugues Berry, Marc Schoenauer |
| 2008 | PPSN | Extreme Value Based Adaptive Operator Selection. | lvaro Fialho, Lus Da Costa, Marc Schoenauer, Michle Sebag |
| 2008 | PPSN | Supervised and Evolutionary Learning of Echo State Networks. | Fei Jiang, Hugues Berry, Marc Schoenauer |
| 2007 | CEC | Identification of the isotherm function in chromatography using CMA-ES. | Mohamed Jebalia, Anne Auger, Marc Schoenauer, Franois James, Marie Postel |
| 2007 | GECCO | Robust multi-cellular developmental design. | Alexandre Devert, Nicolas Bredche, Marc Schoenauer |
| 2007 | GECCO | Autonomous selection in evolutionary algorithms. | A. E. Eiben, Marc Schoenauer, D. W. F. van Krevelen, M. C. Hobbelman, M. A. ten Hagen, R. C. van het Schip |
| 2007 | GECCO | Exploring selection mechanisms for an agent-based distributed evolutionary algorithm. | A. E. Eiben, Marc Schoenauer, Juan Luis Jimnez Laredo, Pedro ngel Castillo Valdivieso, Antonio Miguel Mora, Juan Julin Merelo Guervs |
| 2007 | GECCO | Ensemble learning for free with evolutionary algorithms? | Christian Gagn, Michle Sebag, Marc Schoenauer, Marco Tomassini |
| 2006 | EUROGP | Blindbuilder: A New Encoding to Evolve Lego-Like Structures. | Alexandre Devert, Nicolas Bredche, Marc Schoenauer |
| 2006 | EUROGP | Genetic Programming, Validation Sets, and Parsimony Pressure. | Christian Gagn, Marc Schoenauer, Marc Parizeau, Marco Tomassini |
| 2006 | GECCO | On the benefits of inoculation, an example in train scheduling. | Yann Semet, Marc Schoenauer |
| 2006 | PPSN | Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection. | Christian Gagn, Marc Schoenauer, Michle Sebag, Marco Tomassini |
| 2005 | CEC | An efficient memetic, permutation-based evolutionary algorithm for real-world train timetabling. | Yann Semet, Marc Schoenauer |
| 2005 | CEC | A geologically-sound representation for evolutionary multi-objective subsurface identification. | Vijay Pratap Singh, Michel Leger, Marc Schoenauer |
| 2005 | GECCO | Local and global order 3/2 convergence of a surrogate evolutionary algorithm. | Anne Auger, Marc Schoenauer, Olivier Teytaud |
| 2005 | GECCO | A statistical learning theory approach of bloat. | Sylvain Gelly, Olivier Teytaud, Nicolas Bredche, Marc Schoenauer |
| 2005 | GECCO | Evolution of Voronoi based fuzzy recurrent controllers. | Carlos Kavka, Patricia Roggero, Marc Schoenauer |
| 2005 | GECCO | ATNoSFERES revisited. | Samuel Landau, Olivier Sigaud, Marc Schoenauer |
| 2004 | CEC | Pareto optimal sensing strategies for an active vision system. | Enrique Dunn, Gustavo Olague, Evelyne Lutton, Marc Schoenauer |
| 2004 | PPSN | LS-CMA-ES: A Second-Order Algorithm for Covariance Matrix Adaptation. | Anne Auger, Marc Schoenauer, Nicolas Vanhaecke |
| 2004 | PPSN | Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching vs Anticipation in Evolutionary Robotics. | Nicolas Godzik, Marc Schoenauer, Michle Sebag |
| 2004 | PPSN | Evolution of Voronoi-Based Fuzzy Controllers. | Carlos Kavka, Marc Schoenauer |
| 2004 | PPSN | Dominance Based Crossover Operator for Evolutionary Multi-objective Algorithms. | Olga Rudenko, Marc Schoenauer |
| 2003 | GECCO | Dimension-Independent Convergence Rate for Non-isotropic (1, lambda) - ES. | Anne Auger, Claude Le Bris, Marc Schoenauer |
| 2003 | GECCO | Voronoi Diagrams Based Function Identification. | Carlos Kavka, Marc Schoenauer |
| 2002 | CEC | ASCHEA: new results using adaptive segregational constraint handling. | Sana Ben Hamida, Marc Schoenauer |
| 2002 | GECCO | JEO: Java Evolving Objects. | Maribel Garca Arenas, Brad Dolin, Juan Julin Merelo Guervs, Pedro ngel Castillo Valdivieso, Ignacio Fernndez De Viana, Marc Schoenauer |
| 2002 | PPSN | A Framework for Distributed Evolutionary Algorithms. | Maribel Garca Arenas, Pierre Collet, A. E. Eiben, Mrk Jelasity, Juan Julin Merelo Guervs, Ben Paechter, Mike Preu, Marc Schoenauer |
| 2000 | CEC | Alternative flight route generator by genetic algorithms. | Sofiane Oussedik, Daniel Delahaye, Marc Schoenauer |
| 2000 | CEC | A Distributed Resource Evolutionary Algorithm Machine (DREAM). | Ben Paechter, Thomas Bck, Marc Schoenauer, Michle Sebag, goston E. Eiben, Juan Julin Merelo, Terence C. Fogarty |
| 2000 | PPSN | Take It EASEA. | Pierre Collet, Evelyne Lutton, Marc Schoenauer, Jean Louchet |
| 2000 | PPSN | An Adaptive Algorithm for Constrained Optimization Problems. | Sana Ben Hamida, Marc Schoenauer |
| 1999 | CEC | On functions with a given fitness-distance relation. | Leila Kallel, Bart Naudts, Marc Schoenauer |
| 1999 | CEC | Dynamic air traffic planning by genetic algorithms. | Sofiane Oussedik, Daniel Delahaye, Marc Schoenauer |
| 1999 | CEC | Manipulation of non-linear IFS attractors using genetic programming. | Frdric Raynal, Evelyne Lutton, Pierre Collet, Marc Schoenauer |
| 1999 | GECCO | Individual GP: an Alternative Viewpoint for the Resolution of Complex Problems. | Pierre Collet, Evelyne Lutton, Frdric Raynal, Marc Schoenauer |
| 1999 | ISMIS | Evolutionary Algorithms as Fittness Function Debuggers. | F. Mansanne, F. Carrre, A. Ehinger, Marc Schoenauer |
| 1998 | EUROGP | A Dynamic Lattice to Evolve Hierarchically Shared Subroutines. | Alain Racine, Marc Schoenauer, Philippe Dague |
| 1997 | ICEC | A society of hill-climbers. | Michle Sebag, Marc Schoenauer |
| 1996 | PPSN | Evolutionary Computation at the Edge of Feasibility. | Marc Schoenauer, Zbigniew Michalewicz |
| 1996 | PPSN | Mutation by Imitation in Boolean Evolution Strategies. | Michle Sebag, Marc Schoenauer |
| 1994 | ECAI | Genetic Algorithms for Air Traffic Assignment. | Daniel Delahaye, Jean-Marc Alliot, Marc Schoenauer, Jean-Loup Farges |
| 1994 | ICEC | Neuro-Genetic Truck Backer-Upper Controller. | Marc Schoenauer, Edmund M. A. Ronald |
| 1994 | PPSN | Genetic Lander: An Experiment in Accurate Neuro-Genetic Control. | Edmund M. A. Ronald, Marc Schoenauer |
| 1994 | PPSN | Controlling Crossover through Inductive Learning. | Michle Sebag, Marc Schoenauer |
| 1992 | ECAI | Learning to Control Inconsistent Knowledge. | Michle Sebag, Marc Schoenauer |
| 1990 | ICML | Incremental Learning of Rules and Meta-rules. | Marc Schoenauer, Michle Sebag |