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Research map / Learning theory and algorithms

Combinatorial and search optimization: research map

1,492 accepted papers on Combinatorial and search optimization in Learning theory and algorithms, from ICML, NeurIPS, ICLR, CVPR and AAAI (2016–2026), grouped into 4 clusters and 17 approaches. The busiest year so far is 2024.

Within Learning theory and algorithms, its share held steady from 15.6% in 2023–24 to 14.9% in 2025–26 (347 → 363 papers at ICML, NeurIPS, CVPR and AAAI, the venues with data for all four years).

2016: 80162017: 86172018: 93182019: 103192020: 143202021: 134212022: 143222023: 155232024: 192242025: 187252026: 17626

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Approaches and key papers

objective · multi · solutions · 470 papers

Approaches in this cluster:

Most cited and most cited since 2024:

logic · sat · boolean · 387 papers

Approaches in this cluster:

Most cited and most cited since 2024:

planning · search algorithm · tree search · 385 papers

Approaches in this cluster:

Most cited and most cited since 2024:

integer · linear · mixed · 250 papers

Approaches in this cluster:

Most cited and most cited since 2024:

Related topics in Learning theory and algorithms