- Siyuan Liu, Zikang Yao, Jianwu Li. MultiScale Knowledge Distillation. Machine Learning, 115(4):91, April 2026.
- Simon Martinus Koop, Mohammad Mahdi Mehmanchi, Jonas Niederle, Marc Pagès-Gallego, Vlado Menkovski. VADA-NF: Improved Data-Driven Simulation of Nanopore Sequencing. Machine Learning, 115(3):66, March 2026.
- Ki Joung Jang, Ganguk Hwang. VE-cGAN: Improved Generalization Analysis of Conditional Generative Adversarial Networks Using Vicinal Estimation. Machine Learning, 115(1):14, January 2026.
- Shirin Seyedsalehi, Morteza ZiHayat, Ebrahim Bagheri. A Regularization Framework for Gender Bias Mitigation in Dense Neural Rankers. Machine Learning, 115(4):93, April 2026.
- Maria Gabriela Valeriano, David Kohan Marzagão, Alfredo Montelongo, Carlos Roberto Veiga Kiffer, Natan Katz, Ana Carolina Lorena. Filtering Instances and Rejecting Predictions to Obtain Reliable Models in Healthcare. Machine Learning, 115(1):15, January 2026.
- Yulin Chen, Bo Yuan 0017, Chen Chen, Zhaoqun Li, Beishui Liao. Correction to: When Interpretability Meets Noise: An LLM-Assisted Hybrid Deep Logical Rule Learning Framework. Machine Learning, 115(3):37, March 2026.
- Giovanni Mauro, Marco Minici, Luca Pappalardo. The urban impact of AI: modelling feedback loops in location-based recommender systems. Machine Learning, 115(1):19, January 2026.
- Pablo Torrijos, José A. Gámez 0001, José M. Puerta. FedGES: A Federated Learning Approach for Bayesian Network Structure Learning. Machine Learning, 115(1):9, January 2026.
- Huynh Thi Khanh Chi, Amonae Dabbs-Brown, Anna Jurek-Loughrey, James Mulhall, Tuan Dung Pham, Ngoc Phu Doan, Viet Hung Tran, Zichi Zhang, Xuan Hoang Nguyen, Yimeng An, Peixin Li, Phi Hung Nguyen, Thi Linh Hoang, Xinming Shi, Hans Vandierendonck, Sébastien Bailly, Jean Louis Pépin, Thai Son Mai. Obstructive Sleep Apnea Prediction: A Comprehensive Review and Comparative Study. Machine Learning, 115(2):29, February 2026.
- Seema Aswani, Sujala D. Shetty. "Let's agree to disagree": investigating the disagreement problem in explainable AI for text summarization. Machine Learning, 115(3):71, March 2026.