12 citations · 12 across the 1 of their papers we have counts for
3 papers
cs.LG2025
A Unified Framework for Provably Efficient Algorithms to Estimate Shapley Values
Tyler Chen, Akshay Seshadri, Mattia J. Villani +7
Shapley values have emerged as a critical tool for explaining which features impact the decisions made by machine learning models. However, computing exact Shapley values is diffic…
cs.HC2025★ 12 cited
Adaptive 3D UI Placement in Mixed Reality Using Deep Reinforcement Learning
Feiyu Lu, Mengyu Chen, Hsiang Hsu +3
Mixed Reality (MR) could assist users' tasks by continuously integrating virtual content with their view of the physical environment. However, where and how to place these content…
quant-ph2025
Provably faster randomized and quantum algorithms for -means clustering via uniform sampling
Tyler Chen, Archan Ray, Akshay Seshadri +6
The -means algorithm (Lloyd's algorithm) is a widely used method for clustering unlabeled data. A key bottleneck of the -means algorithm is that each iteration requires time…