NeurIPS 2025 Explorer
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johnsanterre.github.io
cost constraints
Limitations on the resources (time, computational power, or financial) that can be expended in achieving a solution to a problem, influencing model design and deployment.
2 papers
C3PO: Optimized Large Language Model Cascades with Probabilistic Cost Constraints for Reasoning
CHPO: Constrained Hybrid-action Policy Optimization for Reinforcement Learning