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cs.LG2026
Terrain signatures in Welsh settlement names
Oktay Karakuş, Can Eyupoglu
Landscapes are named, but whether names retain measurable environmental information beyond broad geographic structure is rarely tested. We analysed 3,757 Welsh settlements using a…
cs.LG2026
TEMPLAR Wales: A georeferenced environmental and toponymic dataset of Welsh settlements
Oktay Karakuş, Can Eyupoglu
Place names provide persistent records of how landscapes have been described and organised, but their quantitative reuse requires explicit separation between mapped places, lexical…
cs.LG2026
Stable Global Weighting of Flow Mixtures using Simplex Exponential Moving Average
Benjamin Wiriyapong, Oktay Karakus, Can Eyupoglu +1
Normalising flows provide a powerful variational family for approximate inference, yet individual architectures often fail to generalise across heterogeneous posterior geometries.…