1 citations · 2 across the 5 of their papers we have counts for
3 papers · 1 filter
T-TAMER: Provably Taming Trade-offs in ML Serving
Yuanyuan Yang, Ruimin Zhang, Jamie Morgenstern +1
As machine learning models continue to grow in size and complexity, efficient serving faces increasingly broad trade-offs spanning accuracy, latency, resource usage, and other obje…
Validating the Effectiveness of a Large Language Model-based Approach for Identifying Children's Development across Various Free Play Settings in Kindergarten
Yuanyuan Yang, Yuan Shen, Tianchen Sun +1
Free play is a fundamental aspect of early childhood education, supporting children's cognitive, social, emotional, and motor development. However, assessing children's development…
Markovian Pandora's box
Yuanyuan Yang, Ruimin Zhang, Jamie Morgenstern +1
In this paper, we study the Markovian Pandora's Box Problem, where decisions are governed by both order constraints and Markovianly correlated rewards, structured within a shared d…