Author manuscripts
Author manuscripts and preprints are provided for convenient access. Where a version of record exists, use the DOI link. Under-review papers are not posted here.
- Efficient and Interpretable On-Device Polynomial Inference for Multi-Variable Ocean Profiling
- Stagewise Regularized Polynomial Regression: A Hybrid Optimization Strategy for Medical Diagnosis on Small Datasets
- Portability and Limits of an Interpretable Polynomial Framework: A Global Significant-Wave-Height Case Study
- LEAP: Lifting Legacy x86-64 Binaries to Recompilable IR for Automatic Parallelization
- Heart Disease Diagnosis Using Third-Order Polynomial Regression Models with L2 Regularization
- Explainable and Efficient Digit Classification via Polynomial Regression Networks: A Transparent Alternative to Deep Learning
- Deterministic and Auditable On-Device Polynomial Inference for On-Board SAR Oil-Spill Screening
- Blended Ocean Visualization: Combining Sparse Polynomial Regression with Residual Fields
- Automated Multi-Class ECG Arrhythmia Classification Using an Ensemble of Polynomial Regression Models
- Auditable Kilobyte-Scale Surrogates for the Global Significant-Wave-Height Climatology
- Accuracy and Interpretability from a Single Solver: Polynomial Regression up to Degree 5 for Concrete Compressive Strength Prediction
- hpc++: An LLVM-Based Automatic Parallelization System for C++ with GPU Acceleration