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Research map / Learning theory and algorithms

Optimal transport: research map

384 accepted papers on Optimal transport in Learning theory and algorithms, from ICML, NeurIPS, ICLR, CVPR and AAAI (2016–2026), grouped into 2 clusters and 7 approaches. The busiest year so far is 2026.

Within Learning theory and algorithms, its share grew from 3.8% in 2023–24 to 5.8% in 2025–26 (84 → 142 papers at ICML, NeurIPS, CVPR and AAAI, the venues with data for all four years).

2016: 4162017: 7172018: 14182019: 32192020: 32202021: 32212022: 37222023: 42232024: 42242025: 53252026: 8926

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Approaches and key papers

optimal transport · transport ot · sinkhorn · 256 papers

Approaches in this cluster:

Most cited and most cited since 2024:

wasserstein distance · sliced · sw · 128 papers

Approaches in this cluster:

Most cited and most cited since 2024:

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