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
86.36/100
前 0.8%
全站排名 #533
发表论文15 篇
平均评分
年均产出7.5 篇/年
Steve Hanneke
研究方向
Statistical Learning Theory · PAC Learning · Sample Complexity · VC Theory · Active Learning · Adversarial Examples · Online Learning
16
Optimal Mistake Bounds for Transductive Online Learning
NeurIPS 2025Oral
二作13
On Union-Closedness of Language Generation
NeurIPS 2025Poster
一作15
Tradeoffs between Mistakes and ERM Oracle Calls in Online and Transductive Online Learning
NeurIPS 2025Spotlight
二作17
Agnostic Active Learning Is Always Better Than Passive Learning
NeurIPS 2025Oral
一作9
A Trichotomy for List Transductive Online Learning
ICML 2025Poster
一作11
Representation Preserving Multiclass Agnostic to Realizable Reduction
ICML 2025Poster
一作24
Marginal-Nonuniform PAC Learnability
NeurIPS 2025Poster
一作28
Non-Uniform Multiclass Learning with Bandit Feedback
NeurIPS 2025Poster
一作9
Universal Rates for Active Learning
NeurIPS 2024Poster
一作12
Multiclass Transductive Online Learning
NeurIPS 2024Spotlight
一作16
Universal Rates of Empirical Risk Minimization
NeurIPS 2024Poster
一作11
A Theory of Optimistically Universal Online Learnability for General Concept Classes
NeurIPS 2024Poster
一作15
Bandit-Feedback Online Multiclass Classification: Variants and Tradeoffs
NeurIPS 2024Poster
二作19
Improved Sample Complexity for Multiclass PAC Learning
NeurIPS 2024Poster
一作11
Learning from Snapshots of Discrete and Continuous Data Streams
NeurIPS 2024Poster
二作