Michael W. Mahoney

发表论文 14 篇 · 总被引 933 次 · h-index 7

代表论文

• Chronos: Learning the Language of Time Series (2024 · Trans. Mach. Learn. Res. · 被引 952)
• Mitra: Mixed Synthetic Priors for Enhancing Tabular Foundation Models (2025 · Advances in Neural Information Processing Systems 38 · 被引 73)
• Gradient-Free Generation for Hard-Constrained Systems (2024 · International Conference on Learning Representations · 被引 33)
• Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization (2024 · arXiv.org · 被引 32)
• Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs (2024 · International Conference on Machine Learning · 被引 14)
• End-to-End Probabilistic Framework for Learning with Hard Constraints (2025 · arXiv.org · 被引 10)