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cs.GT2026
Pairwise Exchanges of Freely Replicable Goods with Negative Externalities
Shangyuan Yang, Kirthevasan Kandasamy
We study a setting where a set of agents engage in pairwise exchanges of freely replicable goods (e.g., digital goods such as data), where two agents grant each other a copy of a g…
stat.ML2026
Learning from Biased and Costly Data Sources: Minimax-optimal Data Collection under a Budget
Michael O. Harding, Vikas Singh, Kirthevasan Kandasamy
Data collection is a critical component of modern statistical and machine learning pipelines, particularly when data must be gathered from multiple heterogeneous sources to study a…