Alessandro Ferreira Leite

36 papers A* 1A 1B 3C 1Misc 2Journal 17Unranked 10

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Evolutionary Retrofitting. ACM Trans. Evol. Learn. Optim. Mathurin Videau, Mariia Zameshina, Alessandro Ferreira Leite, Laurent Najman, Marc Schoenauer, Olivier Teytaud
2025	J	`jnl`	CausalProfiler: Generating Synthetic Benchmarks for Rigorous and Transparent Evaluation of Causal Machine Learning. CoRR Panayiotis Panayiotou, Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Marc Schoenauer, Özgür Simsek
2025	J	`jnl`	From Bytes to Ideas: Language Modeling with Autoregressive U-Nets. CoRR Mathurin Videau, Badr Youbi Idrissi, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud, David Lopez-Paz
2025	J	`jnl`	Memetic semantic boosting for symbolic regression. Genet. Program. Evolvable Mach. Alessandro Ferreira Leite, Marc Schoenauer
2025	J	`jnl`	Mixture of Experts for Image Classification: What's the Sweet Spot? Trans. Mach. Learn. Res. Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2025	—	`conf`	Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. ICML (Position Papers) Audrey Poinsot, Panayiotis Panayiotou, Alessandro Ferreira Leite, Nicolas Chesneau, Özgür Simsek, Marc Schoenauer
2025	J	`jnl`	Position: Causal Machine Learning Requires Rigorous Synthetic Experiments for Broader Adoption. CoRR Audrey Poinsot, Panayiotis Panayiotou, Alessandro Ferreira Leite, Nicolas Chesneau, Özgür Simsek, Marc Schoenauer
2025	J	`jnl`	Tuning without Peeking: Provable Privacy and Generalization Bounds for LLM Post-Training. CoRR Ismail Labiad, Mathurin Videau, Matthieu Kowalski, Marc Schoenauer, Alessandro Ferreira Leite, Julia Kempe, Olivier Teytaud
2024	J	`jnl`	Evolutionary Pre-Prompt Optimization for Mathematical Reasoning. CoRR Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2024	J	`jnl`	Evolutionary Retrofitting. CoRR Mathurin Videau, Mariia Zameshina, Alessandro Ferreira Leite, Laurent Najman, Marc Schoenauer, Olivier Teytaud
2024	A*	`conf`	Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. IJCAI Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer
2024	J	`jnl`	Learning Structural Causal Models through Deep Generative Models: Methods, Guarantees, and Challenges. CoRR Audrey Poinsot, Alessandro Ferreira Leite, Nicolas Chesneau, Michèle Sebag, Marc Schoenauer
2024	J	`jnl`	Mixture of Experts in Image Classification: What's the Sweet Spot? CoRR Mathurin Videau, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2023	J	`jnl`	A Guide for Practical Use of ADMG Causal Data Augmentation. CoRR Audrey Poinsot, Alessandro Ferreira Leite
2023	A	`conf`	Interactive Latent Diffusion Model. GECCO Mathurin Videau, Nickolai Knizev, Alessandro Ferreira Leite, Marc Schoenauer, Olivier Teytaud
2023	B	`conf`	Memetic Semantic Genetic Programming for Symbolic Regression. EuroGP Alessandro Ferreira Leite, Marc Schoenauer
2022	B	`conf`	Multi-objective Genetic Programming for Explainable Reinforcement Learning. EuroGP Mathurin Videau, Alessandro Ferreira Leite, Olivier Teytaud, Marc Schoenauer
2020	J	`jnl`	ExpRunA : a domain-specific approach for technology-oriented experiments. Softw. Syst. Model. Eneias Silva, Alessandro Ferreira Leite, Vander Alves, Sven Apel
2018	—	`conf`	A New Crypto-classifier Service for Energy Efficiency in Smart Cities. SMARTGREENS Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Alessandro Ferreira Leite, Mallek Mziou-Sallami
2018	—	`conf`	A SaaS Implementation of a New Generic Crypto-Classifier Service for Secure Energy Efficiency in Smart Cities. SMARTGREENS/VEHITS (Selected Papers) Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Mallek Mziou-Sallami, Alessandro Ferreira Leite
2017	J	`jnl`	A New Crypto-Classifier Service for Energy Efficiency in Smart Cities. IACR Cryptol. ePrint Arch. Oana Stan, Mohamed-Haykel Zayani, Renaud Sirdey, Amira Ben Hamida, Alessandro Ferreira Leite, Mallek Mziou-Sallami
2017	—	`conf`	Big data management and processing in the context of the system wide information management. ITSC Alessandro Ferreira Leite, Li Weigang, Jose Alexandre T. G. Fregnani, Ítalo Romani de Oliveira
2017	J	`jnl`	Dohko: an autonomic system for provision, configuration, and management of inter-cloud environments based on a software product line engineering method. Clust. Comput. Alessandro Ferreira Leite, Vander Alves, Genaína Nunes Rodrigues, Claude Tadonki, Christine Eisenbeis, Alba Cristina Magalhaes Alves de Melo
2017	—	`conf`	Towards Intelligent System Wide Information Management for Air Traffic Management. SpaCCS Li Weigang, Alessandro Ferreira Leite, Vitor Filincowsky Ribeiro, Jose Alexandre T. G. Fregnani, Ítalo Romani de Oliveira
2016	—	`conf`	A multi-agent planning model for airport ground handling management. ITSC Patrick Cisuaka Kabongo, Thiago Mendonça Ferreira Ramos, Alessandro Ferreira Leite, Célia Ghedini Ralha, Li Weigang
2016	—	`conf`	Autonomic Provisioning, Configuration, and Management of Inter-cloud Environments Based on a Software Product Line Engineering Method. ICCAC Alessandro Ferreira Leite, Vander Alves, Genaína Nunes Rodrigues, Claude Tadonki, Christine Eisenbeis, Alba Cristina Magalhaes Alves de Melo
2016	J	`jnl`	Power-aware server consolidation for federated clouds. Concurr. Comput. Pract. Exp. Alessandro Ferreira Leite, Azzedine Boukerche, Alba Cristina Magalhaes Alves de Melo, Christine Eisenbeis, Claude Tadonki, Célia Ghedini Ralha
2015	B	`conf`	Automating Resource Selection and Configuration in Inter-clouds through a Software Product Line Method. CLOUD Alessandro Ferreira Leite, Vander Alves, Genaína Nunes Rodrigues, Claude Tadonki, Christine Eisenbeis, Alba Cristina Magalhaes Alves de Melo
2014	Misc	`conf`	A Fine-grained Approach for Power Consumption Analysis and Prediction. ICCS Alessandro Ferreira Leite, Claude Tadonki, Christine Eisenbeis, Alba de Melo
2014	—	`—`	A user-centered and autonomic multi-cloud architecture for high performance computing applications. (Un utilisateur centré et multi-cloud architecture pour le calcul des applications de haute performance). Alessandro Ferreira Leite
2014	—	`conf`	Excalibur: an autonomic cloud architecture for executing parallel applications. CloudDP@EuroSys Alessandro Ferreira Leite, Tainá Raiol, Claude Tadonki, Maria Emília M. T. Walter, Christine Eisenbeis, Alba Cristina Magalhaes Alves de Melo
2012	J	`jnl`	An architecture for P2P bag-of-tasks execution with multiple task allocation policies in desktop grids. Clust. Comput. Alessandro Ferreira Leite, Hammurabi das Chagas Mendes, Weigang Li, Alba Cristina Magalhaes Alves de Melo, Azzedine Boukerche
2012	—	`conf`	Energy-Aware Multi-Agent Server Consolidation in Federated Clouds. CloudComp Alessandro Ferreira Leite, Alba Cristina Magalhaes Alves de Melo
2012	Misc	`conf`	Executing a biological sequence comparison application on a federated cloud environment. HiPC Alessandro Ferreira Leite, Alba Cristina Magalhaes Alves de Melo
2010	—	`conf`	Fairness analysis with cost impact for Brasilia's Flight Information Region using reinforcement learning approach. ITSC Antonio Carlos de Arruda Junior, Alessandro Ferreira Leite, Cícero Roberto Ferreira de Almeida, Antônio M. F. Crespo, Li Weigang
2010	C	`conf`	Impact Analysis Model for Brasília Area Control Center using Multi-agent System with Reinforcement Learning. SEKE Antonio Carlos de Arruda Junior, Alessandro Ferreira Leite, Cícero Roberto Ferreira de Almeida, Alba Cristina Magalhaes Alves de Melo, Li Weigang