David Maxwell Chickering
- Machine Teaching: A New Paradigm for Building Machine Learning Systems
2017/07/21 by Patrice Y. Simard, Saleema Amershi, Simard, Patrice Y. +20 · 1 voice · 10 citations
Computer Science · Mathematics · #Anomaly Detection Techniques and Applications #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.AI #cs.HC #cs.LG #cs.SE #stat.ML
- Learning Bayesian Networks: The Combination of Knowledge and Statistical Data
2013/02/27 by David Heckerman, Heckerman, David, Dan Geiger +3 · 27 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Quality and Management #FOS: Computer and information sciences #Rough Sets and Fuzzy Logic #cs.AI
- Learning Equivalence Classes of Bayesian Networks Structures
2013/02/13 by David Maxwell Chickering, Chickering, David Maxwell · 15 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.AI #cs.LG #stat.ML
- Large-Sample Learning of Bayesian Networks is NP-Hard
2012/10/19 by David Maxwell Chickering, Christopher Meek, Chickering, David Maxwell +3 · 14 citations
Computer Science · Decision Sciences · Mathematics · #Bayesian Modeling and Causal Inference #Data Quality and Management #Machine Learning and Algorithms #cs.AI #cs.LG #stat.ML
- A Transformational Characterization of Equivalent Bayesian Network Structures
2013/02/20 by David Maxwell Chickering, Chickering, David Maxwell · 14 citations
Computer Science · #Bayesian Modeling and Causal Inference #Cognitive Science and Mapping #cs.AI
- Selective Greedy Equivalence Search: Finding Optimal Bayesian Networks Using a Polynomial Number of Score Evaluations
2015/06/06 by David Maxwell Chickering, Christopher Meek, Chickering, David Maxwell +1 · 4 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Data Management and Algorithms #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.LG
- A Bayesian Approach to Tackling Hard Computational Problems
2013/01/10 by Eric J. Horvitz, Eric Horvitz, Horvitz, Eric J. +10 · 4 citations
Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #cs.AI
- Learning Mixtures of DAG Models
2013/01/30 by Bo Thiesson, Christopher Meek, Thiesson, Bo +5 · 2 citations
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #cs.AI #cs.LG #stat.ML
- Using Temporal Data for Making Recommendations
2013/01/10 by Andrew Zimdars, Zimdars, Andrew, David Maxwell Chickering +3 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #cs.AI #cs.IR #cs.LG
- Finding Optimal Bayesian Networks
2012/12/12 by David Maxwell Chickering, Christopher Meek, Chickering, David Maxwell +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- A Decision Theoretic Approach to Targeted Advertising
2013/01/16 by David Maxwell Chickering, Chickering, David Maxwell, David Heckerman +1 · 1 citation
Business, Management and Accounting · Computer Science · Decision Sciences · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Complex Network Analysis Techniques #Consumer Market Behavior and Pricing #FOS: Computer and information sciences #Game Theory and Applications #cs.AI
- Fast Learning from Sparse Data
2013/01/23 by David Maxwell Chickering, Chickering, David Maxwell, David Heckerman +1 · 1 citation
Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #Data Management and Algorithms #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.LG #stat.ML