Random Classiﬁcation Noise Defeats All Convex Potential Boosters |
2013/12/30 - 5:54pm |
Academic Paper |
Random Classiﬁcation, Noise, Convex Potential Boosters, Boosting |

Online Max-Margin Weight Learning for Markov Logic Networks |
2013/12/29 - 12:22pm |
Slides |
Online Max-Margin Weight Learning, Markov, Markov Logic Networks |

Online Structure Learning for Markov Logic Networks |
2013/12/29 - 12:19pm |
Slides |
Online Structure Learning, Markov, Markov Logic Networks |

A Simple and Efficient Simulation Smoother for State Space Time Series Analysis |
2013/12/29 - 12:17pm |
Academic Paper |
Simulation, State Space Time Series |

A Hybrid Prediction Model for Moving Objects |
2013/12/29 - 12:12pm |
Slides |
Prediction, Moving Objects |

Nonenzymatic Template-Directed RNA Synthesis Inside Model Protocells |
2013/12/29 - 12:05pm |
White Paper |
Healthcare, Genetics, Biotech, Genome, Artificial Intelligence |

Predicting the Present with Bayesian Structural Time Series |
2013/12/29 - 12:02pm |
Academic Paper |
Prediction, Bayesian, Structural Time Series |

Boosting Approach to Machine Learning |
2013/12/28 - 12:16pm |
Academic Paper |
Boosting, Machine Learning |

Transforming Classiﬁer Scores into Accurate Multiclass Probability Estimates |
2013/12/28 - 12:15pm |
Academic Paper |
Classiﬁer, Multiclass Probability Estimates, Probabilities, Machine Learning |

Obtaining Calibrated Probabilities from Boosting |
2013/12/28 - 11:59am |
Academic Paper |
Probabilities, Boosting, Machine Learning |

Predicting Good Probabilities with Supervised Learning |
2013/12/28 - 11:57am |
Academic Paper |
Supervised Learning, Algorithms, Supervised Learning Algorithms |

Searching for Dependencies in Bayesian Classifiers |
2013/12/28 - 11:55am |
Academic Paper |
Bayesian Classifiers, Bayesian, Classification, Classifiers |

Python Epiphanies |
2013/12/26 - 11:51am |
Video |
Python |

Predictive Analytics using Storm, Hadoop, R and AWS |
2013/12/26 - 11:47am |
Video |
Predictive Analytics, Storm, Hadoop, R, AWS |

Real-Time Big Data Analytics with Storm |
2013/12/26 - 11:46am |
Video |
Real-Time, Storm |

Cassandra Architecture, Development & Operations |
2013/12/26 - 11:42am |
Video |
Cassandra, Database, NoSQL |

Evaluating NoSQL Performance: Which Database is Right for Your Data? |
2013/12/26 - 11:40am |
Video |
Database, NoSQL |

An Empirical Comparison of Supervised Learning Algorithms |
2013/12/26 - 10:25am |
Academic Paper |
Algorithms, Supervised Learning Algorithms |

Inferring Causal Impact using Bayesian Structural Time-series |
2013/12/26 - 10:22am |
Academic Paper |
Causality, Bayesian, Bayesian Structural Time-series, Structural Time-series |

On Making Causal Claims: A Review and Recommendations |
2013/12/26 - 10:20am |
Academic Paper |
Causality, Data Science |

Efficient Simulation and Integrated Likelihood Estimation in State Space Models |
2013/12/26 - 10:17am |
Academic Paper |
Efficient Simulation and Integrated Likelihood Estimation in State Space Models |

Predicting the Present with Google Trends |
2013/12/26 - 10:16am |
Academic Paper |
Predicting, Google Trends, Forecasting |

Internet search behavior as an economic forecasting tool the case of inflation expectations |
2013/12/26 - 10:13am |
Academic Paper |
Internet Search Behavior, Forecasting, Economics |

Introduction to Artificial Prediction Markets for Classification |
2013/12/22 - 11:54am |
Academic Paper |
Prediction, Classification |

SPOT: R Package Automatic Interactive Tuning of Optimization Algorithms by Sequential Parameter Optimization |
2013/12/22 - 11:52am |
Academic Paper |
Spot, R, Automatic Interactive Tuning, Optimization Algorithms, Sequential Parameter Optimization |

Missing Data using Decision Forest and Computational Intelligence |
2013/12/22 - 11:49am |
Academic Paper |
Missing Data, Decision Forest, Computational Intelligence |

Comparison of Decision Algorithms on Newcomblike Problems |
2013/12/21 - 12:36pm |
Academic Paper |
Algorithm, Decision Algorithms, Data Science |

Probabilistic Metamathematics and Definability of Truth |
2013/12/21 - 12:17pm |
Video |
Probabilistic Metamathematics, Bayesian, Data Science |

Program Equilibrium via Provability Logic: Robust Cooperation in Prisoners Dilemma |
2013/12/21 - 12:12pm |
Academic Paper |
Artificial Intelligence, Algorithm, Equilibrium, Provability Logic |

Definability of Truth in Probabilistic Logic |
2013/12/21 - 12:08pm |
Academic Paper |
Artificial Intelligence, Probabilistic Logic |

A Model of Artificial Intelligence Development |
2013/12/21 - 12:06pm |
Academic Paper |
Artificial Intelligence |

Predicting AGI |
2013/12/21 - 12:04pm |
Academic Paper |
Artificial Intelligence, AGI |

Tiling Agents for Self-Modifying AI and the Löbian Obstacle |
2013/12/21 - 12:01pm |
Academic Paper |
Artificial Intelligence, Löbian Obstacle |

Why We Need Friendly AI |
2013/12/21 - 11:58am |
Academic Paper |
Artificial Intelligence |

Text Classification with Apache Mahout and Lucene |
2013/12/20 - 5:38pm |
Slides |
Text Classification, Apache Mahout, Lucene, Data Science |

Probabalistic Data Matching – How mathematics helps find duplicates in data |
2013/12/17 - 6:12pm |
Slides |
Probabalistic Data Matching, Data Science, Big Data |

Video: Bayesian Techniques for Real-time Learning |
2013/12/16 - 9:40pm |
Video |
Bayesian, Data Science, Real-time Learning, Data Analysis, Data Analytics Ecosystem |

Wrangler: Interactive Visual Speciﬁcation of Data Transformation Scripts |
2013/12/16 - 9:35pm |
Academic Paper |
Interactive Visual Speciﬁcation, Data Transformation Scripts, Data Science, Big Data Infrastructure |

Video: Gathering, Processing, and Analyzing Data at Scale using the Google Cloud Platform |
2013/12/16 - 9:31pm |
Video |
Google Cloud Platform, Big Data Infrastructure, Data Analytics Ecosystem |

Dealing with Uncertainty: What the reverend Bayes can teach us |
2013/12/16 - 9:21pm |
Slides |
Bayesian, Uncertainty |

Online Machine Learning With Distributed In-memory Clusters |
2013/12/15 - 11:03pm |
Slides |
Machine Learning, Data Science, In-memory, Clusters, Big Data Infrastructure, Data Analytics Ecosystem |

Real-time Big Data Without Streaming |
2013/12/15 - 9:57pm |
Slides |
Real-Time, Big Data, Streaming, Data Analytics Infrastructure, Big Data Infrastructure |

How To Plan a Successful Big Data Pilot |
2013/12/15 - 9:52pm |
Slides |
Big Data Pilot, Big Data Infrastructure, Data Analytics Ecosystem, Big Data |

Building Rich, High Performance Tools for Practical Data Analysis |
2013/12/15 - 9:50pm |
Slides |
Data Analysis, Data Science, Data Analytics Infrastructure |

Behind the Data Sensing Lab Gathering, Processing, and Analyzing Data at Scale using the Google Cloud Platform |
2013/12/15 - 9:42pm |
Slides |
Data Sensing Lab, Google Cloud Platform, Big Data Infrastructure |

Large Scale Machine Learning for Information Retrieval |
2013/12/11 - 10:52pm |
Slides |
Machine Learning, Information Retrieval |

Sequencing the Human Genome & Personalized Medicine |
2013/12/11 - 10:49pm |
Slides |
Sequencing Human Genome, Personalized Medicine |

Bioinformatics Data Science |
2013/12/11 - 10:47pm |
Slides |
Bioinformatics, Data Science |

Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank |
2013/12/04 - 11:09pm |
Academic Paper |
Sentiment Analysis, Deep Learning, Recursive Deep Models, Semantic Compositionality, Sentiment Treebank |

Spanner: Google's Globally-Distributed Database |
2013/12/04 - 11:06pm |
Academic Paper |
Spanner, Globally-Distributed Database |