Research map / Learning theory and algorithms

Prediction and decision losses: research map

2,134 accepted papers on Prediction and decision losses in Learning theory and algorithms, from ICML, NeurIPS, ICLR, CVPR and AAAI (2016–2026), grouped into 6 clusters and 23 approaches. The busiest year so far is 2026.

Within Learning theory and algorithms, its share held steady from 24.0% in 2023–24 to 23.7% in 2025–26 (535 → 576 papers at ICML, NeurIPS, CVPR and AAAI, the venues with data for all four years).

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Approaches and key papers

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