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Albert Bifet

Repeated Augmented Rehearsal: A Simple but Strong Baseline for Online Continual Learning
2022 · Yaqian Zhang, Bernhard Pfahringer, et al. · neural information processing systems · 7
Linear TreeShap
2022 · Peng Yu, Albert Bifet, et al. · neural information processing systems · 3
TuiML: Machine Learning for AI Agents
2026 · Verma, Nilesh, Lim, Nick, et al. · arXiv (Cornell University)
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AEGIS: A Semantic GAN and Evidential Learning Framework for Robust Adversarial Detection in Vision Sensors
2026 · Maher Boughdiri, Mounira Msahli, et al. · Sensors
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Anomaly detection for evolving maritime trajectories with continual learning
2026 · Jack Julian, Yun Sing Koh, et al. · Data Mining and Knowledge Discovery
A Framework for Evaluating and Benchmarking Concept Drift Detection Methods
2026 · Cerqueira, Vitor, Gomes, Heitor Murilo, et al. · arXiv (Cornell University)
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Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach
2026 · Clément Elliker, Jesse Read, et al. · Proceedings of the AAAI Conference on Artificial Intelligence
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Policy Gradient with Adaptive Entropy Annealing for Continual Fine-Tuning
2026 · Zhang, Yaqian, Pfahringer, Bernhard, et al. · arXiv (Cornell University)
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Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach
2026 · Association for Artificial Intelligence 2026, Bifet, Albert, et al. · Underline Science Inc.
Binary Split Categorical Feature with Mean Absolute Error Criteria in CART
2026 · Association for Artificial Intelligence 2026, Bifet, Albert, et al. · Underline Science Inc.
Simulation-Driven Railway Delay Prediction: An Imitation Learning Approach
2025 · Elliker, Clément, Read, Jesse, et al. · arXiv (Cornell University)
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Branches: Efficiently seeking optimal sparse decision trees via AO*
2025 · Chaouki, Ayman, Read, Jesse, et al. · Research Commons (University of Waikato)
Internet of Things (IoT) Analytics
2017 · Bifet, Albert · HAL
Works count: 13
Citation count: 10
H-index: 2
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