3 papers
stat.ML2026
Cluster-Based Generalized Additive Models Informed by Random Fourier Features
Xin Huang, Jia Li, Jun Yu
In developing data-driven modeling methodologies, there is an ongoing need to reconcile the strong predictive performance of opaque black-box models with the transparency required…
cs.GT2025
An FPTAS for 7/9-Approximation to Maximin Share Allocations
Xin Huang, Shengwei Zhou
We present a new algorithm that achieves a -approximation for the maximin share (MMS) allocation of indivisible goods under additive valuations, improving the current…
cs.GT2025
Whoever Said Money Won't Solve All Your Problems? Weighted Envy-free Allocation with Subsidy
Noga Klein Elmalem, Haris Aziz, Rica Gonen +7
We explore solutions for fairly allocating indivisible items among agents assigned weights representing their entitlements. Our fairness goal is weighted-envy-freeness (WEF), where…