Resources

Final Report and Recommendations of The President’s Review Group on Intelligence and Communications Technologies 2013/12/31 - 9:39am White Paper Surveillance, Intelligence, Communications, Privacy, National Security
Ensembling Neural Networks: Many Could Be Better Than All 2013/12/30 - 11:46pm Academic Paper Machine Learning, Neural Networks, Neural Network Ensemble, Boosting, Algorithm
Minimum Majority Classification and Boosting 2013/12/30 - 11:41pm Academic Paper Machine Learning, Boosting, Algorithm, Classification
Direct Divergence Approximation between Probability Distributions and Its Applications in Machine Learning 2013/12/30 - 11:38pm Academic Paper Direct Divergence Approximation, Probability Distributions, Machine Learning
Quasi-Geodesic Neural Learning Algorithms Over the Orthogonal Group 2013/12/30 - 11:34pm Academic Paper Algorithm, Neural Learning Algorithms, Machine Learning, Riemannian Gradient
Robust Optimization for Unconstrained Simulation-based Problems 2013/12/30 - 11:29pm Academic Paper Optimization, Simulation, Data Uncertainty, Nonconvex Optimization
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems 2013/12/30 - 11:24pm Academic Paper Binary Classification, Classification
Unified Robust Classification Model 2013/12/30 - 11:21pm Academic Paper Algorithm, Machine Learning, Classification
Second-order Perception Algorithm 2013/12/30 - 11:16pm Academic Paper Algorithm, Perception Algorithm, Patter, Classification
Introduction to Boosting and Leveraging 2013/12/30 - 11:12pm Academic Paper Boosting
Extracting Symbolic Rules from Trained Neural Network Ensembles 2013/12/30 - 11:10pm Academic Paper Boosting, Symbolic Rules, Neural Networks
Totally Corrective Boosting Algorithms that Maximize the Margin 2013/12/30 - 11:00pm Academic Paper Boosting, Algorithms
Different Boosting Algorithms 2013/12/30 - 10:56pm Academic Paper Boosting, Algorithms
LogitBoost Algorithm 2013/12/30 - 10:54pm Academic Paper LogitBoost, Algorithm, Boosting
MadaBoost Algorithm 2013/12/30 - 10:52pm Academic Paper MadaBoost, Algorithm, Boosting
BrownBoost Algorithm 2013/12/30 - 10:51pm Academic Paper BrownBoost, Algorithm, Boosting
LPBoost Algorithm 2013/12/30 - 10:48pm Academic Paper LPBoost, Algorithm, Boosting
Adaboost Tutorial 2013/12/30 - 10:46pm Slides Adaboost, Algorithm, Boosting
Adaboost Algorithm 2013/12/30 - 10:44pm Slides Adaboost, Algorithm, Boosting
Proposal for Neuromorphic Hardware using Spin Devices 2013/12/30 - 6:02pm Academic Paper Neuromorphic, Hardware, Spin Devices, Neurons, Neuromorphic Chip Design
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

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