Amirhesam Abedsoltan
University of Southern California(US)
Publications by Year
Research Areas
Neural Networks and Applications, Risk and Safety Analysis, Machine Learning and Data Classification, Gaussian Processes and Bayesian Inference, Advanced Neural Network Applications
Most-Cited Works
- → RETRACTED: Future of process safety: Insights, approaches, and potential developments(2024)37 cited
- → Benign, Tempered, or Catastrophic: A Taxonomy of Overfitting(2022)3 cited
- → Benign, Tempered, Or Catastrophic: Toward a Refined Taxonomy of Overfitting(2022)1 cited
- → On the Nystrom Approximation for Preconditioning in Kernel Machines(2023)1 cited
- → Retraction notice to “Future of process safety: Insights, approaches, and potential developments” [Process Saf. Environ. Prot. 185 (2024) 684–707](2025)
- → Context-Scaling versus Task-Scaling in In-Context Learning(2024)
- → Fast training of large kernel models with delayed projections(2024)
- → Toward Large Kernel Models(2023)
- → Task Generalization With AutoRegressive Compositional Structure: Can Learning From $D$ Tasks Generalize to $D^{T}$ Tasks?(2025)
- → On Emergence of Clean-Priority Learning in Early Stopped Neural Networks(2023)