John Lafferty

1. Convergence Analysis for Rectangular Matrix Completion Using Burer-Monteiro Factorization and Gradient Descent
   2016/05/23 by Qinqing Zheng, John Lafferty, Zheng, Qinqing +1 · 9 citations
   Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Matrix Theory and Algorithms #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
2. The Nonparanormal SKEPTIC
   2012/06/27 by Han Liu, Liu, Han, Fang Han +7 · 3 citations
   Computer Science · Mathematics · #Advanced Statistical Methods and Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference
3. Testing for Global Network Structure Using Small Subgraph Statistics
   2017/10/02 by Chao Gao, John Lafferty, Gao, Chao +1 · 4 citations
   Computer Science · Physics and Astronomy · #Applications (stat.AP) #Complex Network Analysis Techniques #Data Visualization and Analytics #FOS: Computer and information sciences #FOS: Mathematics #Methodology (stat.ME) #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI) #Statistics Theory (math.ST)
4. Unlocking Out-of-Distribution Generalization in Transformers via Recursive Latent Space Reasoning
   2025/10/15 by Awni Altabaa, Siyu Chen, Altabaa, Awni +5 · 1 voice · 2 citations
   #cs.LG #cs.AI
5. Forest Density Estimation
   2010/01/10 by Han Liu, Liu, Han, Min Xu +9 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (stat.ML) #Statistical Methods and Inference
6. Distributed Nonparametric Regression under Communication Constraints
   2018/03/04 by Yuancheng Zhu, John Lafferty, Zhu, Yuancheng +1 · 2 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Bandit Algorithms Research #Distributed Sensor Networks and Detection Algorithms #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Methods and Inference #Statistics Theory (math.ST)
7. Inducing Features of Random Fields
   1995/06/13 by S. Della Pietra, Della Pietra, S., V. Della Pietra +3 · 1 citation
   Computer Science · #Neural Networks and Applications
8. Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers
   2023/04/01 by Awni Altabaa, Altabaa, Awni, Taylor W. Webb +6 · 1 voice · 2 citations
   Computer Science · Mathematics · Psychology · #Advanced Text Analysis Techniques #Child and Animal Learning Development #Cognitive Science and Mapping #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML
9. Uncovering Latent Reasoning Strategies in Language Models
   2026/07/20 by Awni Altabaa, John Lafferty
   #cs.LG #cs.AI