Domingos, Pedro

A few useful things to know about machine learning

Domingos, P. (2012) · Communications of the ACM

Machine Learning and AlgorithmsArtificial Intelligence Applications

Cited by 3,326

Markov logic networks

Richardson, M., & Domingos, P. (2006) · Machine Learning

Bayesian Modeling and Causal InferenceLogic, Reasoning, and Knowledge

Cited by 2,676

Tree Induction for Probability-Based Ranking

Provost, F., & Domingos, P. (2003) · Machine Learning

Data Mining Algorithms and ApplicationsData Mining and Machine Learning Applications

Cited by 541

Ontology Matching: A Machine Learning Approach

Doan, A., Madhavan, J., Domingos, P., & Halevy, A. (2004) · Handbook on Ontologies

Semantic Web and OntologiesBiomedical Text Mining and Ontologies

Cited by 477

The Role of Occam's Razor in Knowledge Discovery

Domingos, P. (1999) · Data Mining and Knowledge Discovery

Data Mining Algorithms and ApplicationsMachine Learning and Data Classification

Cited by 459

Deep Learning as a Mixed Convex-Combinatorial Optimization Problem

Friesen, A. L., & Domingos, P. (2017) · arXiv

Advanced Neural Network ApplicationsStochastic Gradient Optimization Techniques

Cited by 14