Journal of Machine Learning Research Submitted 8/07; Revised 2/08; Published 5/08 Accelerated Neural Evolution through Cooperatively Coevolved Synapses

Source URL: people.idsia.ch

• Artificial neural networks
• Applied mathematics
• Artificial intelligence
• Evolutionary algorithms
• Machine learning
• Evolutionary computation
• Cybernetics
• Computational statistics
• Neuroevolution
• Coevolution
• Cooperative coevolution
• Genetic algorithm

On the Use of Positional Proximity in IR-Based Feature Location Emily Hill Bunyamin Sisman, Avinash Kak

Source URL: users.drew.edu

• Information science
• Information retrieval
• Search algorithms
• Statistical natural language processing
• Machine learning
• Query expansion
• Natural language processing
• Ranking
• Tfidf
• Document retrieval
• Nearest neighbor search
• Proximity search

MITSUBISHI ELECTRIC RESEARCH LABORATORIES http://www.merl.com Exemplar Learning for Extremely Efficient Anomaly Detection in Real-Valued Time Series Jones, M.J.; Nikovski, D.N.; Imamura, M.; Hirata, T.

Source URL: www.merl.com

• Statistics
• Dynamic programming
• Machine learning
• Mathematics
• Data mining
• Search algorithms
• Anomaly detection
• Data security
• K-nearest neighbors algorithm
• Algorithm
• Dynamic time warping
• Self-organizing map

Learning and Knowledge Generation in General Games Shiven Sharma, Ziad Kobti, Scott Goodwin Abstract— General Game Playing (GGP) aims at developing game playing agents that are able to play a variety of games and in th

Source URL: www.csse.uwa.edu.au

• Machine learning
• Artificial intelligence
• Game artificial intelligence
• Applied mathematics
• Computational neuroscience
• Game theory
• Cybernetics
• Ant colony optimization algorithms
• General game playing
• Reinforcement learning
• Computer Go
• Q-learning

Estimating Learning Rates in Evolution and TDL: Results on a Simple Grid-World Problem Simon M. Lucas Abstract— When learning to play a game or perform some task, it is important to learn as quickly and effectively as

Source URL: game.itu.dk

• Applied mathematics
• Cybernetics
• Machine learning
• Cognitive science
• Evolution
• Genetic algorithms
• Mathematical optimization
• Q-learning
• Reinforcement learning
• Artificial neural network
• Evolutionary computation
• Evolutionary algorithm

Journal of Machine Learning Research xxxx Submitted xx/xx; Published xx/xx Image denoising with multi-layer perceptrons, part 1: comparison with existing algorithms and with bounds

Source URL: arxiv.org

Journal of Machine Learning Research1822 Submitted 9/07; Published 8/08 Exponentiated Gradient Algorithms for Conditional Random Fields and Max-Margin Markov Networks

Source URL: www.jmlr.org

Lower Bounds for Asynchronous Consensus Leslie Lamport 28 July 2004 Revised 20 August 2005 Minor corrections made 19 January 2006

Source URL: research.microsoft.com

• Fault-tolerant computer systems
• Theoretical computer science
• Consensus
• Algorithm
• Computing
• Mathematics
• Distributed algorithms
• Machine learning

Gaussian processes Chuong B. Do (updated by Honglak Lee) November 22, 2008 Many of the classical machine learning algorithms that we talked about during the first half of this course fit the following pattern: given a tr

Source URL: cs229.stanford.edu

Sta$s$cal  Algorithms     and  the  Planted  Clique  Problem   (and  random  graphs,  linear  equa$ons,  &  machine  learning)    

Source URL: www.levreyzin.com

• Graph theory
• Mathematics
• Discrete mathematics
• Random graphs
• Clique
• ErdsRnyi model