A Comparison of Robust Linear Regression Models

Noel, M. M., Banerjee, A., Oswal, Y. D., D, G. B. A., & Muthiah-Nakarajan, V. (2026). Alternate loss functions and regression models that achieve robustness to outliers by modulating the learning rate. arXiv. Retrieved from https://arxiv.org/abs/2606.22068

@misc{https://doi.org/10.48550/arxiv.2606.22068, doi = {10.48550/ARXIV.2606.22068}, url = {https://arxiv.org/abs/2606.22068}, author = {Noel, Mathew Mithra and Banerjee, Arindam and Oswal, Yug D. and D, Geraldine Bessie Amali and Muthiah-Nakarajan, Venkataraman}, keywords = {Machine Learning (cs.LG), Artificial Intelligence (cs.AI), FOS: Computer and information sciences, FOS: Computer and information sciences, I.2.0, 62-08}, title = {Alternate loss functions and regression models that achieve robustness to outliers by modulating the learning rate}, publisher = {arXiv}, year = {2026}, copyright = {arXiv.org perpetual, non-exclusive license} }