Anna Helena Reali Costa
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
30
Venues
12
Active years
1999–2026
Best venue rank
A*
Where they publish
Papers
30 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ICPR | When to Prune? The Importance of Timing in Data Efficiency Training. | Vinicius Yuiti Fukase, Heitor Gama, Brbara Dias Bueno, Lucas Libanio, Anna Helena Reali Costa, Artur Jordo |
| 2026 | ICPR | Layer-Wise LoRA Fine-Tuning: A Similarity Metric Approach. | Keith Ando Ogawa, Bruno Lopes Yamamoto, Lucas Lauton de Alcantara, Lucas F. A. O. Pellicer, Rosimeire Pereira Costa, Edson Bollis, Anna Helena Reali Costa, Artur Jordo |
| 2025 | IJCNN | Efficient LLMs with AMP: Attention Heads and MLP Pruning. | Leandro Giusti Mugnaini, Bruno Yamamoto, Lucas Lauton de Alcantara, Victor Zacarias, Edson Bollis, Lucas F. A. O. Pellicer, Anna Helena Reali Costa, Artur Jordo |
| 2025 | IJCNN | Pruning Everything, Everywhere, All at Once. | Gustavo Henrique do Nascimento, Ian Pons, Anna Helena Reali Costa, Artur Jordo |
| 2025 | IJCNN | Fuzzy-Based Ensemble Method for Robust Concept Drift Detection in Multivariate Time Series. | Lucas Giusti Tavares, Janio Lima, Matheus Melo, Chao Chen, Jon Garibaldi, Gabriel dos Santos Scatena, Anna Helena Reali Costa, Edson Satoshi Gomi, Rebecca Salles, Esther Pacitti, Ismael H. F. dos Santos, Isabela Guimares Siqueira, Diego Carvalho, Rafaelli Coutinho, Fbio Porto, Eduardo S. Ogasawara |
| 2024 | AAAI | Early Detection of Extreme Storm Tide Events Using Multimodal Data Processing. | Marcel R. de Barros, Andressa Pinto, Andres Monroy, Felipe M. Moreno, Jefferson F. Coelho, Aldomar Pietro Silva, Caio Fabricio Deberaldini Netto, Jos Roberto Leite, Marlon S. Mathias, Eduardo Aoun Tannuri, Artur Jordo, Edson S. Gomi, Fbio G. Cozman, Marcelo Dottori, Anna Helena Reali Costa |
| 2024 | ICPR | Effective Layer Pruning Through Similarity Metric Perspective. | Ian Pons, Bruno Yamamoto, Anna Helena Reali Costa, Artur Jordo |
| 2024 | MODELS | A Digital Twin System for Oil And Gas Industry: A Use Case on Mooring Lines Integrity Monitoring. | Vinicius Kreischer de Almeida, Douglas Ericson Marcelino de Oliveira, Claudio Daniel Tenorio de Barros, Gabriel dos Santos Scatena, Asdrubal N. Queiroz Filho, Fbio Levy Siqueira, Anna Helena Reali Costa, Edson Satoshi Gomi, Leonardo A. F. Mendoza, Evelyn Conceio Santos Batista, Cristian E. Muoz, Isabela Guimares Siqueira, Rodrigo A. Barreira, Ismael H. F. dos Santos, Carlos Cardoso, Eduardo S. Ogasawara, Fbio Porto |
| 2018 | IJCAI | Autonomously Reusing Knowledge in Multiagent Reinforcement Learning. | Felipe Leno da Silva, Matthew E. Taylor, Anna Helena Reali Costa |
| 2017 | AAAI | Learning Options in Multiobjective Reinforcement Learning. | Rodrigo Cesar Bonini, Felipe Leno da Silva, Anna Helena Reali Costa |
| 2017 | AAAI | Using Options to Accelerate Learning of New Tasks According to Human Preferences. | Rodrigo Cesar Bonini, Felipe Leno da Silva, Edison Spina, Anna Helena Reali Costa |
| 2017 | AAAI | Policy Reuse in Deep Reinforcement Learning. | Ruben Glatt, Anna Helena Reali Costa |
| 2017 | AAAI | Improving Deep Reinforcement Learning with Knowledge Transfer. | Ruben Glatt, Anna Helena Reali Costa |
| 2017 | AAAI | Accelerating Multiagent Reinforcement Learning through Transfer Learning. | Felipe Leno da Silva, Anna Helena Reali Costa |
| 2017 | AAAI | An Advising Framework for Multiagent Reinforcement Learning Systems. | Felipe Leno da Silva, Ruben Glatt, Anna Helena Reali Costa |
| 2016 | IJCAI | A Framework for Scalable Inference of Temporal Gene Regulatory Networks based on Clustering and Multivariate Analysis. | Ricardo de Souza Jacomini, David Correa Martins Jr., Felipe Leno da Silva, Anna Helena Reali Costa |
| 2016 | IJCAI | Transfer Learning for Multiagent Reinforcement Learning Systems. | Felipe Leno da Silva, Anna Helena Reali Costa |
| 2015 | AAAI | Comparative Analysis of Abstract Policies to Transfer Learning in Robotics Navigation. | Valdinei Freire da Silva, Anna Helena Reali Costa |
| 2013 | RoboCup | Reusing Risk-Aware Stochastic Abstract Policies in Robotic Navigation Learning. | Valdinei Freire da Silva, Marcelo Li Koga, Fbio Gagliardi Cozman, Anna Helena Reali Costa |
| 2012 | ECAI | Heuristically Accelerated Reinforcement Learning: Theoretical and Experimental Results. | Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa |
| 2012 | IPMU | Finding Memoryless Probabilistic Relational Policies for Inter-task Reuse. | Valdinei Freire da Silva, Fernando A. Pereira, Anna Helena Reali Costa |
| 2007 | IJCAI | Heuristic Selection of Actions in Multiagent Reinforcement Learning. | Reinaldo A. C. Bianchi, Carlos H. C. Ribeiro, Anna Helena Reali Costa |
| 2007 | IROS | Fast loopy belief propagation for topological Sam. | Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa |
| 2007 | IROS | Eliciting preferences over observed behaviours based on relative evaluations. | Valdinei Freire da Silva, Pedro U. Lima, Anna Helena Reali Costa |
| 2007 | RoboCup | Heuristic Reinforcement Learning Applied to RoboCup Simulation Agents. | Luiz A. Celiberto, Carlos H. C. Ribeiro, Anna Helena Reali Costa, Reinaldo A. C. Bianchi |
| 2006 | ICRA | Inverse Reinforcement Learning with Evaluation. | Valdinei Freire da Silva, Anna Helena Reali Costa, Pedro U. Lima |
| 2005 | HIS | A Hybrid Adaptive Architecture for Mobile Robots Based on Reactive Behaviors. | Antonio Henrique Pinto Selvatici, Anna Helena Reali Costa |
| 2005 | ICINCO | Cooperative multi-robot localization: using communication to reduce localization error. | Valguima Odakura, Anna Helena Reali Costa |
| 2001 | RoboCup | Implementing Computer Vision Algorithms in Hardware: An FPGA/VHDL-Based Vision System for a Mobile Robot. | Reinaldo A. C. Bianchi, Anna Helena Reali Costa |
| 1999 | RoboCup | Learning to Behave by Environment Reinforcement. | Leonardo Azevedo Scardua, Anna Helena Reali Costa, Jos Jaime Da Cruz |