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stat.ML2018
MACRO: A Meta-Algorithm for Conditional Risk Minimization
Alexander Zimin, Christoph Lampert
We study conditional risk minimization (CRM), i.e. the problem of learning a hypothesis of minimal risk for prediction at the next step of sequentially arriving dependent data. Des…
stat.ML2015★ 4 cited
Conditional Risk Minimization for Stochastic Processes
Alexander Zimin, Christoph H. Lampert
We study the task of learning from non-i.i.d. data. In particular, we aim at learning predictors that minimize the conditional risk for a stochastic process, i.e. the expected loss…