2 papers
stat.ML2026
Batched Kernelized Bandits: Refinements and Extensions
Chenkai Ma, Keqin Chen, Jonathan Scarlett
In this paper, we consider the problem of black-box optimization with noisy feedback revealed in batches, where the unknown function to optimize has a bounded norm in some Reproduc…
cs.CR2025
DP-MemArc: Differential Privacy Transfer Learning for Memory Efficient Language Models
Yanming Liu, Xinyue Peng, Yuwei Zhang +10
Large language models have repeatedly shown outstanding performance across diverse applications. However, deploying these models can inadvertently risk user privacy. The significan…