Antoine Marot - RankMe

47 papers A* 2A 1B 5C 1Journal 23Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures. SMC Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler, Mouadh Yagoubi
2025	J	`jnl`	A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures. CoRR Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler
2025	J	`jnl`	Machine Learning for Physical Simulation Challenge Results and Retrospective Analysis: Power Grid Use Case. CoRR Milad Leyli-Abadi, Jérôme Picault, Antoine Marot, Jean-Patrick Brunet, Agathe Gilain, Amarsagar Reddy Ramapuram Matavalam, Shaban Ghias Satti, Qingbin Jiang, Yang Liu, Dean Justin Ninalga
2025	J	`jnl`	RL2Grid: Benchmarking Reinforcement Learning in Power Grid Operations. CoRR Enrico Marchesini, Benjamin Donnot, Constance Crozier, Ian Dytham, Christian Merz, Lars Schewe, Nico Westerbeck, Cathy Wu, Antoine Marot, Priya L. Donti
2025	J	`jnl`	Study Design and Demystification of Physics Informed Neural Networks for Power Flow Simulation. CoRR Milad Leyli-Abadi, Antoine Marot, Jérôme Picault
2025	J	`jnl`	Towards impactful challenges: post-challenge paper, benchmarks and other dissemination actions. J. Data-centric Mach. Learn. Res. David Rousseau, Antoine Marot, Zhen Xu
2024	—	`conf`	A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. ISGT EUROPE Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
2024	J	`jnl`	A Pioneering Roadmap for ML-Driven Algorithmic Advancements in Electrical Networks. CoRR Jochen L. Cremer, Adrian Kelly, Ricardo J. Bessa, Milos Subasic, Panagiotis N. Papadopoulos, Samuel Young, Amar Sagar, Antoine Marot
2024	—	`conf`	Risk Evaluation of AI Systems in the Energy Sector - Three Case Studies from TSO Business. RTSI Fabian Heymann, Antoine Marot, Medha Subramanian, Matthias Galus
2023	J	`jnl`	AI Competitions and Benchmarks: towards impactful challenges with post-challenge papers, benchmarks and other dissemination actions. CoRR Antoine Marot, David Rousseau, Zhen Xu
2023	—	`conf`	Creating StoryLines: Participatory Design with Power Grid Operators. CHIRA (2) Wissal Sahel, Wendy E. Mackay, Antoine Marot
2023	J	`jnl`	Extended superposition theorem under power grid topological changes. CoRR Antoine Marot, Benjamin Donnot, Noureddine Henka, Sami Tazi
2023	—	`conf`	Grid2Onto: An Application Ontology for Knowledge Capitalisation to Assist Power Grid Operators. JOWO Emna Amdouni, Mostepha Khouadjia, Maroua Meddeb, Antoine Marot, Laure Crochepierre, Walid Achour
2023	J	`jnl`	Managing power grids through topology actions: A comparative study between advanced rule-based and reinforcement learning agents. CoRR Malte Lehna, Jan Viebahn, Christoph Scholz, Antoine Marot, Sven Tomforde
2022	A*	`conf`	LIPS - Learning Industrial Physical Simulation benchmark suite. NeurIPS Milad Leyli-Abadi, Antoine Marot, Jérôme Picault, David Danan, Mouadh Yagoubi, Benjamin Donnot, Seif Attoui, Pavel Dimitrov, Asma Farjallah, Clement Etienam
2022	J	`jnl`	Reinforcement learning for Energies of the future and carbon neutrality: a Challenge Design. CoRR Gaëtan Serré, Eva Boguslawski, Benjamin Donnot, Adrien Pavão, Isabelle Guyon, Antoine Marot
2022	—	`conf`	Towards an AI Assistant for Power Grid Operators. HHAI Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
2021	J	`jnl`	Learning to run a Power Network Challenge: a Retrospective Analysis. CoRR Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aïdan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
2021	J	`jnl`	Learning to run a power network with trust. CoRR Antoine Marot, Benjamin Donnot, Karim Chaouache, Adrian Kelly, Qiuhua Huang, Ramij Raja Hossain, Jochen L. Cremer
2021	J	`jnl`	Metadata-informed community detection with lazy encoding using absorbing random walks. CoRR Aleix Bassolas, Anton Eriksson, Antoine Marot, Martin Rosvall, Vincenzo Nicosia
2020	J	`jnl`	Adversarial training for continuous robustness control problem in power systems. CoRR Loïc Omnes, Antoine Marot, Benjamin Donnot
2020	A*	`conf`	Deep Statistical Solvers. NeurIPS Balthazar Donon, Zhengying Liu, Wenzhuo Liu, Isabelle Guyon, Antoine Marot, Marc Schoenauer
2020	J	`jnl`	Exploring grid topology reconfiguration using a simple deep reinforcement learning approach. CoRR Medha Subramanian, Jan Viebahn, Simon H. Tindemans, Benjamin Donnot, Antoine Marot
2020	J	`jnl`	LEAP nets for system identification and application to power systems. Neurocomputing Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2020	—	`conf`	Learning to run a Power Network Challenge: a Retrospective Analysis. NeurIPS (Competition and Demos) Antoine Marot, Benjamin Donnot, Gabriel Dulac-Arnold, Adrian Kelly, Aidan O'Sullivan, Jan Viebahn, Mariette Awad, Isabelle Guyon, Patrick Panciatici, Camilo Romero
2020	J	`jnl`	Reinforcement Learning for Electricity Network Operation. CoRR Adrian Kelly, Aidan O'Sullivan, Patrick de Mars, Antoine Marot
2020	J	`jnl`	Towards an AI assistant for human grid operators. CoRR Antoine Marot, Alexandre Rozier, Matthieu Dussartre, Laure Crochepierre, Benjamin Donnot
2019	B	`conf`	Graph Neural Solver for Power Systems. IJCNN Balthazar Donon, Benjamin Donnot, Isabelle Guyon, Antoine Marot
2019	—	`conf`	Interpreting Atypical Conditions in Systems with Deep Conditional Autoencoders: The Case of Electrical Consumption. ECML/PKDD (3) Antoine Marot, Antoine Rosin, Laure Crochepierre, Benjamin Donnot, Pierre Pinson, Lydia Boudjeloud-Assala
2019	B	`conf`	LEAP nets for power grid perturbations. ESANN Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	J	`jnl`	LEAP nets for power grid perturbations. CoRR Benjamin Donnot, Balthazar Donon, Isabelle Guyon, Zhengying Liu, Antoine Marot, Patrick Panciatici, Marc Schoenauer
2019	J	`jnl`	Learning to run a power network challenge for training topology controllers. CoRR Antoine Marot, Benjamin Donnot, Camilo Romero, Luca Veyrin-Forrer, Marvin Lerousseau, Balthazar Donon, Isabelle Guyon
2018	B	`conf`	Anticipating contingengies in power grids using fast neural net screening. IJCNN Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	B	`conf`	Fast Power system security analysis with Guided Dropout. ESANN Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Fast Power system security analysis with Guided Dropout. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Antoine Marot, Patrick Panciatici
2018	—	`conf`	Guided Machine Learning for Power Grid Segmentation. ISGT Europe Antoine Marot, Sami Tazi, Benjamin Donnot, Patrick Panciatici
2018	—	`conf`	Optimization of computational budget for power system risk assessment. ISGT Europe Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2018	J	`jnl`	Optimization of computational budget for power system risk assessment. CoRR Benjamin Donnot, Isabelle Guyon, Antoine Marot, Marc Schoenauer, Patrick Panciatici
2017	J	`jnl`	Introducing machine learning for power system operation support. CoRR Benjamin Donnot, Isabelle Guyon, Marc Schoenauer, Patrick Panciatici, Antoine Marot
2010	—	`conf`	Composing aspects with aspects. AOSD Antoine Marot, Roel Wuyts
2009	—	`conf`	Detecting unanticipated aspect interferences at runtime with compositional intentions. RAM-SE@ECOOP Antoine Marot, Roel Wuyts
2009	C	`conf`	Fast type reconstruction for dynamically typed programming languages. DLS Frédéric Pluquet, Antoine Marot, Roel Wuyts
2009	—	`conf`	Preserving the separation of concerns while composing aspects on shared joinpoints. OOPSLA Companion Antoine Marot
2009	—	`conf`	Preserving the separation of concerns while composing aspects on shared joinpoints. OOPSLA Companion Antoine Marot
2008	—	`conf`	A DSL to declare aspect execution order. DSAL@AOSD Antoine Marot, Roel Wuyts
2008	—	`conf`	Composability of aspects. SPLAT@AOSD Antoine Marot, Roel Wuyts
2008	A	`conf`	Implementing Partial Persistence in Object-Oriented Languages. ALENEX Frédéric Pluquet, Stefan Langerman, Antoine Marot, Roel Wuyts