adaptive algorithms 1diversity constraints 1fairness 1parameterized optimization 1resource allocation 1
From the 1 of 3 linked papers with an AI index.
3 papers
cs.SI2026
Parameterized Fair Resource Allocation under Diversity Constraints
Keke Huang, Yik Yu Ng, Laks V. S. Lakshmanan +1
The paper introduces PRA, a parameterized framework that uses inequality‑aversion parameters to softly enforce diversity constraints in resource allocation, allowing flexible trade…
cs.DB2026
ThriftLLM: On Cost-Effective Selection of Large Language Models for Classification Queries
Keke Huang, Yimin Shi, Dujian Ding +4
In recent years, large language models (LLMs) have demonstrated remarkable capabilities in comprehending and generating natural language content, attracting widespread attention in…
cs.LG2024
Optimal Streaming Algorithms for Multi-Armed Bandits
Tianyuan Jin, Keke Huang, Jing Tang +1
This paper studies two variants of the best arm identification (BAI) problem under the streaming model, where we have a stream of arms with reward distributions supported on $[…