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
55.87/100
前 6.1%
全站排名 #3,950
发表论文8 篇
平均评分
年均产出2.7 篇/年
Gabriele Dominici
研究方向
Interpretability · Explainable Machine Learning · Graph Neural Network · NLP
30
Deferring Concept Bottleneck Models: Learning to Defer Interventions to Inaccurate Experts
NeurIPS 2025Poster
25
Causal Concept Graph Models: Beyond Causal Opacity in Deep Learning
ICLR 2025Poster
一作18
Counterfactual Concept Bottleneck Models
ICLR 2025Poster
一作9
Avoiding Leakage Poisoning: Concept Interventions Under Distribution Shifts
ICML 2025Poster
二作10
DC3DO: Diffusion Classifier for 3D Objects
ICLR 2025Rejected