Kevin J. Murphy
- Reinforcement Learning: An Overview
2024/12/06 by Kevin Murphy, Kevin J. Murphy, Murphy, Kevin · 26 voices
Computer Science · #Adaptive Dynamic Programming Control #Explainable Artificial Intelligence (XAI) #Reinforcement Learning in Robotics #cs.AI #cs.LG
- Bayesian Dark Knowledge
2015/06/14 by Anoop Korattikara, Vivek Rathod, Korattikara, Anoop +5 · 19 citations
Computer Science · Mathematics · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Markov Chains and Monte Carlo Methods
- Rao-Blackwellised Particle Filtering for Dynamic Bayesian Networks
2013/01/16 by Arnaud Doucet, Doucet, Arnaud, Nando de Freitas +5 · 5 citations
Computer Science · #Bayesian Modeling and Causal Inference #Target Tracking and Data Fusion in Sensor Networks #Bayesian Methods and Mixture Models
- Intra- and inter-nucleosome interactions of the core histone tail domains in higher-order chromatin structure
2013/08/30 by Sharon Pepenella, Kevin J. Murphy, Jeffrey J. Hayes · 3 citations
Biochemistry, Genetics and Molecular Biology · #Genomics and Chromatin Dynamics #RNA and protein synthesis mechanisms #DNA and Nucleic Acid Chemistry
- Modeling Discrete Interventional Data using Directed Cyclic Graphical Models
2012/05/09 by Mark Schmidt, Schmidt, Mark, Kevin J. Murphy +1 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Gene Regulatory Network Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Methodology (stat.ME) #Statistical Methods and Inference