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spectral risk

4 papers

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Co-occurring keywords

spectral risk measure (6) risk-based learning (1) heavy-tailed loss (7) risk measure (26) bayes risk (23) loss minimization (11) risk-constrained reinforcement learning (2) rank-based loss (4) lipchitz continuity (5) proximal alternating direction method of multiplier (1)

Papers

Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees NIPS 2024
A Unified Framework for Rank-based Loss Minimization NIPS 2023
Spectral risk-based learning using unbounded losses AISTATS 2022
On Elicitation Complexity NIPS 2015