The Peril of Politicizing Science |
2021/06/14 - 11:52am |
External Course |
Data Science, Crisis in Science, Politicization |

Foundations of Data Science - Textbook |
2021/06/11 - 4:55pm |
External Course |
Data Science, Textbook |

Understanding Machine Learning - From Theory to Algorithms - Textbook |
2021/06/11 - 6:54am |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |

Introduction to Probability |
2021/06/11 - 4:18am |
External Course |
Probability Theory, Bayesian Probability, Probability |

Information Theory, Inference and Learning Algorithms |
2021/06/10 - 11:01pm |
External Course |
Information Theory, Inference, Learning Algorithms, Algorithms, Probability, Entropy, Neural Networks, Sparse Graph Codes |

Bayesian Inference in Monte Carlo Tree Search |
2021/06/10 - 9:34pm |
External Course |
Bayesian Inference, Monte Carlo Tree Search |

Survey of Monte Carlo Tree Search Methods |
2021/06/10 - 9:27pm |
External Course |
Monte Carlo Tree Search |

Theory of Baum-Welch Algorithm and Hidden Markov Models |
2021/06/10 - 1:38pm |
External Course |
Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov |

Building Machines That Learn and Think Like People |
2021/06/10 - 11:39am |
External Course |
Artificial Intelligence, Intelligent Machines, Machine Learning |

Probability and Risk in the Real World |
2021/06/10 - 10:54am |
External Course |
Probabilistic Logic, Predictive Analytics, Risk Management, Tail Risks, Statistics, Asymmetries, Inferential Asymmetries, Fat Tails, Random Matrices |

A Hidden Markov Model of Customer Relationship Dynamics |
2021/06/10 - 10:19am |
External Course |
Hidden Markov Models, Customer Relationship Management, Buying Behavior, Marketing, Dynamic Choice Model, Segmentation, Bayesian Analysis, Data Science, Markov Decision Processes, Markov Logic Networks |

What is Causal Inference? |
2021/06/10 - 10:01am |
External Course |
Causality, Causal Inference, Artificial Intelligence |

Algorithms for Inverse Reinforcement Learning |
2021/06/07 - 1:03am |
External Course |
Artificial Intelligence, Machine Learning, Algorithms, Reinforcement Learning, Inverse Reinforcement Learning, Markov Decision Processes |

The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence |
2021/06/07 - 12:47am |
External Course |
Artificial Intelligence, Machine Learning, Knowledge-driven, Reasoning-based Approach, Cognitive Models, Causality |

A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms |
2021/06/07 - 12:40am |
External Course |
Artificial Intelligence, Machine Learning, Meta-Transfer Objective, Disentangle Causal Mechanisms, Causality |

Sweden Pandemic Strategy Proved Right |
2021/06/07 - 12:34am |
External Course |
COVID19, Public Policy, Health Policy, Sweden, Pandemic Strategy, Focused Protection |

Necessity of COVID-19 Vaccination in Previously Infected Individuals: A Retrospective Cohort Study |
2021/06/06 - 12:07pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Vaccination, Immune Responses, Immune System |

SARS-CoV-2 memory B-cells recognize variants |
2021/06/04 - 12:22pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Memory B-cells, Cellular Immune Response, Herd Immunity |

Counterfactual Data Augmentation for Neural Machine Translation |
2021/06/02 - 8:07pm |
Academic Paper |
Neural Machine Translation, NMT, Counterfactual Data Augmentation, Counterfactual Logic, GumbelMax Structural Causal Model |

Continual Lifelong Learning with Neural Networks: A Review |
2021/06/02 - 12:31am |
External Course |
Artificial Intelligence, Continual Learning, Continual Lifelong Learning, Neural Networks, Causality |

Data Science - Part XIII - Hidden Markov Models |
2021/05/26 - 11:16pm |
External Course |
Data Science, Hidden Markov Models |

The Data Don't Speak for Themselves |
2021/05/26 - 8:35pm |
External Course |
Data, Frameworks, Data Interpretation, Bias |

Trading Performance for Stability in Markov Decision Processes |
2021/05/26 - 2:59pm |
External Course |
Markov Decision Processes, Central Controller Synthesis Problems, Stochastic Dynamic Optimization |

Infinite Latent Feature Models and the Indian Buffet Process |
2021/05/26 - 2:11pm |
External Course |
Infinite Latent Feature Models, Indian Buffet Process |

The Infinite Hidden Markov Model |
2021/05/26 - 2:09pm |
External Course |
Infinite Hidden Markov Model, Hidden Markov Models |

Factorial Hidden Markov Models |
2021/05/26 - 2:08pm |
External Course |
Factorial Hidden Markov Models, Hidden Markov Models |

Counterfactual Thinking: What Theories Do in Design |
2021/05/25 - 8:31pm |
External Course |
Counterfactuals, Counterfactual Logic, Design Choices, Decision Theory |

Audience Selection for On-line Brand Advertising - Privacy-friendly Social Network Targeting |
2021/05/25 - 11:28am |
External Course |
Algorithms, Design, Experimentation On-line Advertising, Predictive Modeling, Social Networks, User-generated Content, Privacy |

Mask mandate and use efficacy in state-level COVID-19 containment |
2021/05/25 - 7:31am |
Academic Paper |
COVID19, SARS-CoV-2, Mask, Mask Mandate, Nonpharmaceutical Interventions |

Characterizing Human Mobility Patterns in a Large Street Network |
2021/05/24 - 9:53am |
External Course |
GPS, Human Mobility Patterns, Levy flight, Random Walk, Street Networks, Self-organized Natural Streets, GPS Trajectories |

Grand Bargains for Big Data - The Emerging Law of Health Information |
2021/05/23 - 9:29pm |
External Course |
Law, Health Information, Health care, Information Privacy Law |

Neural Architecture Search with Reinforcement Learning |
2021/05/23 - 11:34am |
External Course |
Neural Architecture Search, Reinforcement Learning, Evolutionary Computing |

Geo-Social Networks - Mobile Ad Targeting |
2021/05/23 - 8:24am |
External Course |
Geo-Social Networks, Mobile Ad Targeting, Advertising, Targeted Online Advertising |

Circulating SARS-CoV-2 Vaccine Antigen Detected in the Plasma of mRNA-1273 Vaccine Recipients |
2021/05/21 - 7:37pm |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccine, SARS-CoV-2 Antigens, Immune Responses, Spike |

Learning to Reinforcement Learn |
2021/05/21 - 2:37pm |
External Course |
Reinforcement Learning, Machine Learning |

Nonreplicable publications are cited more than replicable ones |
2021/05/21 - 1:10pm |
White Paper |
Nonreplicable Study, Research, Data Analysis, Citations, Peer Review |

Targeted Advertising: How Do Consumers Make Inferences? |
2021/05/20 - 8:13pm |
External Course |
Machine Learning, Targeted Advertising, Causal Inference, Recommendation Engines, Product Recommendation Engines, Targeting Accuracy, Consumer Inference, Consumer Search |

Bid Optimizing for Targeted Online Advertising |
2021/05/20 - 8:13pm |
External Course |
Bid Optimizing, Targeted Online Advertising, Online Experiments, Experimentation On-line Advertising, Advertising |

Markov Chain Monte Carlo - Probabilistic Machine Learning |
2021/05/20 - 8:09pm |
External Course |
Markov Chain Monte Carlo, Monte Carlo Simulations, Prescriptive Strategy, Probabilistic Machine Learning, Machine Learning |

Reactions on Algorithms: a systematic Literature Review of Algorithm Aversion and Algorithm Appreciation |
2021/05/20 - 7:51pm |
External Course |
Algorithm, Learning Algorithms, Marketing, Algorithm Aversion, Decision Aids, Human-algorithm Interaction |

Guided Monte Carlo Tree Search for Planning in Learned Enviornments |
2021/05/20 - 7:42pm |
External Course |
Guided Monte Carlo Tree Search, Planning, Learned Enviornments, Monte Carlo Tree Search |

Monte Carlo Tree Search in Production Management Problems |
2021/05/20 - 7:39pm |
External Course |
Monte Carlo Tree Search, Production Management Problems, Monte Carlo Simulations |

Monte Carlo Simulation |
2021/05/20 - 7:06pm |
External Course |
Monte Carlo Simulations, Causal Interpretation, Prescriptive Strategy |

Ranking Forests |
2021/05/20 - 6:37pm |
External Course |
Classification Data, Tree-based Ranking Rules, Algorithms, Machine Learning Algorithms, Backpropagation Algorithm |

Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters |
2021/05/20 - 6:06pm |
External Course |
Causality Inference, Causality, Machine Learning, Algorithm Decision Making, Data-Driven Decision-Making, Treatment Effect Estimation, Treatment Assignment Policy |

Learning First-Order Probabilistic Models with Combining Rules |
2021/05/20 - 6:06pm |
External Course |
Probabilistic Models, Combining Rules, Probabilistic Forecasts, Probabilistic Logic |

Multifractal Geometry in Stock Market Time Series |
2021/05/20 - 1:59pm |
External Course |
Fractals, Multifractals, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System |

Architecting Predictive Algorithms for Machine Learning |
2021/05/20 - 1:25pm |
External Course |
Predictive Algorithms, Machine Learning |

Fourier Neural Operator for Parametric Partial Differential Equations |
2021/05/20 - 12:58pm |
Academic Paper |
Machine Learning, Fourier Neural Operator, Parametric Partial Differential Equations |

Neurocognitive Enhancement: Applications and Ethical Issues |
2021/05/20 - 12:54pm |
External Course |
Neurocognitive Enhancement, Neuroethics, Wearable Devices, Machine Learning |