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cs.LG2026
Structured Proper Loss Geometries for Multiclass Classification: Theory and Controlled Empirical Evaluation
Soumyadip Sarkar
Strictly proper scoring rules identify the true conditional class distribution at population level, but their curvature can alter optimization and finite-sample behavior. We study…
cs.LG2026
MiniTensor: A Lightweight, High-Performance Tensor Operations Library
Soumyadip Sarkar
We present MiniTensor, an open source tensor operations library that focuses on minimalism, correctness, and performance. MiniTensor exposes a familiar PyTorch-like Python API whil…