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
61.93/100
前 4.3%
全站排名 #2,778
发表论文13 篇
平均评分
年均产出4.3 篇/年
Christos Louizos
研究方向
Conformal Prediction · Information theory · Approximate Inference · Graphical models · Deep learning · Bayesian neural networks · Bayesian inference
12
Fundamental bounds on efficiency-confidence trade-off for transductive conformal prediction
ICLR 2026Rejected
通讯14
Analyzing and Improving Chain-of-Thought Monitorability Through Information Theory
ICLR 2026Desk Rejected
通讯18
Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models
ICLR 2026Rejected
通讯15
Guarding the Meaning: Self-Supervised Training for Semantic Robustness in Guard Models
ICLR 2026Rejected
二作16
Distilling Safe LLM Systems via Soft Prompts
ICLR 2026Rejected
通讯15
Multi-Draft Speculative Sampling: Canonical Decomposition and Theoretical Limits
ICLR 2025Spotlight
通讯23
Non-exchangeable Conformal Prediction with Optimal Transport: Tackling Distribution Shift with Unlabeled Data
NeurIPS 2025Poster
二作16
Approximating Full Conformal Prediction for Neural Network Regression with Gauss-Newton Influence
ICLR 2025Poster
通讯