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spectral risk

5 papers

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Co-occurring keywords · papers mentioning both

spectral risk measure (2) convergence guarantee (2) risk minimization (2) risk-based learning (1) heavy-tailed loss (1) risk measure (1) conditional value at risk (1) bayes risk (1) loss minimization (1) risk-constrained reinforcement learning (1)

Papers

SOREL: A Stochastic Algorithm for Spectral Risks Minimization ICLR 2025 Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NeurIPS 2024 A Unified Framework for Rank-based Loss Minimization NeurIPS 2023 Spectral risk-based learning using unbounded losses AISTATS 2022 On Elicitation Complexity NeurIPS 2015