#随机采样

2 stories · 1 in 7 days · 1 in 30 days

DP-SGD 1 RheoSampling 1 动态树 1 差分隐私 1 推测解码 1 隐私核算 1

Stories, products and papers tagged "随机采样", newest first.

Nov 2

Papers12:38

Chinese content用虚拟点隐私化批次大小，DP-SGD 在截断批次下仍保隐私保证

训练用 DP-SGD 时批次大小一泄露隐私就崩？这篇 arXiv 论文用随机 dummy points 解决截断和泄露问题，还比 2025 年 Ganesh 的直接核算更省。

#DP-SGD #差分隐私 #随机采样 #隐私核算

arXiv cs.LG@Vitaly Feldman et al. (3)Source

Sep 21

Papers BuildersSelected09:23

RheoSampling resolves one-hot dilemma in dynamic-tree decoding

This research provides a new approach to improving the efficiency of large language model inference by resolving a fundamental issue in dynamic-tree decoding methods.

#RheoSampling #stochastic decoding #dynamic-tree #LLM inference

arXiv cs.LG@Qiao Hu et al. (4)Source