影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
51/100
前 8.1%
全站排名 #5,212
发表论文10 篇
平均评分
年均产出3.3 篇/年
Antti Honkela
研究方向
differential privacy · privacy · Bayesian machine learning · bioinformatics · Gaussian processes
15
Beyond Membership: Limitations of Add/Remove Adjacency in Differential Privacy
ICLR 2026Poster
通讯13
Accuracy-First Rényi Differential Privacy and Post-Processing Immunity
ICLR 2026Rejected
三作18
Privacy Leakage via Output Label Space and Differentially Private Continual Learning
ICLR 2026Rejected
通讯15
Mitigating Disparate Impact of Differentially Private Learning through Bounded Adaptive Clipping
ICLR 2026Rejected
通讯15
On Optimal Hyperparameters for Differentially Private Deep Transfer Learning
ICLR 2026Poster
通讯17
Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
NeurIPS 2025Poster
通讯28
Towards Efficient and Scalable Implementation of Differentially Private Deep Learning
ICLR 2025Rejected
通讯11
Towards Efficient and Scalable Implementation of Differentially Private Deep Learning
ICML 2025Rejected
通讯13
Impact of Dataset Properties on Membership Inference Vulnerability of Deep Transfer Learning
ICLR 2025Rejected
通讯