resource allocation
The process of distributing available resources (like CPU, memory, and bandwidth) to various tasks or models to optimize performance and efficiency.
- A Principled Approach to Randomized Selection under Uncertainty: Applications to Peer Review and Grant Funding
- ADMN: A Layer-Wise Adaptive Multimodal Network for Dynamic Input Noise and Compute Resources
- Assignments for Congestion-Averse Agents: Seeking Competitive and Envy-Free Solutions
- Bi-Level Decision-Focused Causal Learning for Large-Scale Marketing Optimization: Bridging Observational and Experimental Data
- Cooperative Bargaining Games Without Utilities: Mediated Solutions from Direction Oracles
- DCcluster-Opt: Benchmarking Dynamic Multi-Objective Optimization for Geo-Distributed Data Center Workloads
- Disentangling misreporting from genuine adaptation in strategic settings: a causal approach
- Every Rollout Counts: Optimal Resource Allocation for Efficient Test-Time Scaling
- Kinetics: Rethinking Test-Time Scaling Law
- Matching Markets Meet LLMs: Algorithmic Reasoning with Ranked Preferences
- On the Universal Near Optimality of Hedge in Combinatorial Settings
- Put CASH on Bandits: A Max K-Armed Problem for Automated Machine Learning
- The Price of Opportunity Fairness in Matroid Allocation Problems