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arXiv cs.LG · Papers

Multi-Task Optimization over Networks of Tasks

arXiv:2604.21991v2 Announce Type: replace Abstract: Multi-task optimization is a powerful approach for solving a large number of tasks in parallel. However, existing algorithms face distinct limitations: Population-based methods scale poorly and remain underexplored for large task sets. Approaches that do scale beyond