AI RESEARCH
Cold-Start Forecasting of New Product Life-Cycles via Conditional Diffusion Models
arXiv CS.LG
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ArXi:2604.20370v1 Announce Type: new Forecasting the life-cycle trajectory of a newly launched product is important for launch planning, resource allocation, and early risk assessment. This task is especially difficult in the pre-launch and early post-launch phases, when product-specific outcome history is limited or unavailable, creating a cold-start problem.