Understanding Machine Learning - From Theory to Algorithms - Textbook |
2022/01/14 - 5:54am |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |

Foundations of Data Science - Textbook |
2022/01/14 - 3:32am |
External Course |
Data Science, Textbook |

Introduction to Graphical Models and Bayesian Networks |
2022/01/13 - 4:13pm |
External Course |
Graphical Models, Bayesian Networks, Applied Probability, Probabilistic Causation, Causal Inference |

Introduction to Probability |
2022/01/12 - 8:18am |
External Course |
Probability Theory, Applied Probability, Probabilistic Causation, Causal Inference |

Survey of Monte Carlo Tree Search Methods |
2022/01/11 - 8:27pm |
External Course |
Monte Carlo Tree Search, Markov Chain Monte Carlo, Guided Monte Carlo Tree Search, Monte Carlo Simulations, Bandit-based Methods, Artificial Intelligence |

The Causal Foundations of Applied Probability and Statistics |
2022/01/09 - 7:37pm |
External Course |
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics |

Introduction to Probabilities, Graphs, and Causal Models |
2022/01/08 - 7:46pm |
External Course |
Applied Probability, Causal Data Science, Causal Graphical Models |

Testimony of Dr. Mike Yeadon: January 7, 2022 |
2022/01/08 - 12:34pm |
Video |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Dr. Mike Yeadon |

Secure the Data, Not the Device: How Decentralized File Storage Creates Resilience Against the Risk of Ransomware Attacks |
2022/01/08 - 12:22pm |
External Course |
Data Security, Data Engineering, Cyber Security |

Using Bayesian Optimization to Tune Machine Learning Models |
2021/12/29 - 3:07pm |
External Course |
Bayesian Optimization, Machine Learning Models, Bayesian, Machine Learning |

Why Machine Learning Algorithms Fall Short |
2021/12/29 - 2:40pm |
External Course |
Data Science, Machine Learning Algorithms, Machine Learning, Self-learning Systems |

A causal Bayesian network approach for consumer product safety and risk assessment |
2021/12/28 - 9:36pm |
Academic Paper |
Public Policy, Regulation, RAPEX, Bayesian Network, Product Safety, Risk Assessment, Product Risk |

Why scatter plots suggest causality, and what we can do about it |
2021/12/27 - 5:33pm |
Academic Paper |
Correlation, Causation, Data Visualization, Scatter Plots, Diamond Plots, Causal Analysis, Causal Inference |

Ivermectin Prophylaxis Used for COVID-19 Reduces COVID-19 Infection and Mortality Rates: A City-Wide, Prospective Observational Study of 220,517 Subjects Using Propensity Score Matching |
2021/12/24 - 5:26pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Ivermectin, Repurposed Drugs |

mHealth apps for gestational diabetes mellitus that provide clinical decision support or artificial intelligence: A scoping review |
2021/12/18 - 2:47pm |
Academic Paper |
Artificial Intelligence, Health care, Public Policy, Mobile Health, Gestational Diabetes, mHealth |

Latest statistics on England mortality data suggest systematic mis-categorisation of vaccine status and uncertain effectiveness of Covid-19 vaccination |
2021/12/17 - 3:29pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Age-stratified All-cause Mortality Risk, Vaccines, Risk Assessment |

Pfizer Adverse Events Report |
2021/12/16 - 12:29pm |
External Course |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Clinical Trial Design, Evidence Hierarchy |

The Pfizer Inoculations Do More Harm Than Good |
2021/12/16 - 12:21am |
External Course |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Clinical Trial Design, Evidence Hierarchy |

How bad data quality can turn a simulation into a dissimulation that shapes the future |
2021/12/14 - 1:28pm |
External Course |
COVID19, Health Policy, Public Policy, Data Quality, Black Box Models, Bad Models, Origins of SARS-CoV-2, Epidemiology, Non-pharmaceutical Interventions, Mitigation Strategies |

Causally Colored Reflections on Leo Breiman’s “Statistical Modeling: The Two Cultures” |
2021/12/14 - 8:39am |
External Course |
Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals |

Statistical Modelling in the Age of Data Science |
2021/12/14 - 6:03am |
External Course |
Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals, Causal Machine learning, Double Machine Learning, Targeted Learning |

Statistical Modeling The Two Cultures |
2021/12/14 - 3:36am |
External Course |
Statistical Modeling, Data Science, Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals |

Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias |
2021/12/13 - 10:42pm |
Academic Paper |
Machine Learning, Variational Autoencoders, Low-dimensional Data |

Beyond Ads: Sequential Decision-Making Algorithms in Public Policy |
2021/12/13 - 10:39pm |
Academic Paper |
Machine Learning, Algorithm Decision Making, Sequential Decision-Making Algorithms, Public Policy |

BScNets: Block Simplicial Complex Neural Networks |
2021/12/13 - 10:36pm |
Academic Paper |
Machine Learning, BScNets, Simplicial Neural Networks, Graph Convolutional Networks |

Investigation of Quantum Support Vector Machine for Classification in NISQ era |
2021/12/13 - 10:32pm |
Academic Paper |
Quantum Algorithms, Quantum Computing, Classification, Quantum Support Vector Machine |

Causal Identification with Matrix Equations |
2021/12/12 - 9:12pm |
Academic Paper |
Causality, Causal Inference, Causal Effect Identification Algorithm |

Deep Learning based Framework for Automatic Diagnosis of Glaucoma based on analysis of Focal Notching in the Optic Nerve Head |
2021/12/12 - 8:34pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Health Technology, Computer Vision, Pattern Recognition, Glaucoma |

A Simple and Efficient Sampling-based Algorithm for General Reachability Analysis |
2021/12/12 - 8:31pm |
Academic Paper |
Artificial Intelligence, Machine Learning, General Reachability Analysis |

MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series |
2021/12/12 - 8:28pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Visual Analytics, Anomalies, Anomaly Detection |

Causal Knowledge Guided Societal Event Forecasting |
2021/12/12 - 8:24pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Forecasting |

A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions |
2021/12/12 - 8:20pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Ethics, Fairness |

John Ioannidis - Where are we now with COVID19? |
2021/12/12 - 7:52pm |
Video |
COVID19, Public Policy, Health Policy, John Ioannidis |

Performance of the SARS-CoV-2 RT-PCR test as a tool for detecting SARS-CoV-2 infection in the population |
2021/12/12 - 7:09pm |
External Course |
COVID19, Public Policy, Health Policy, SARS-CoV-2, RT-PCR Test, Infectious Potential, Laboratory Quality Assurance, Kary Mullis, Cycle Threshold Values |

Nested Counterfactual Identification from Arbitrary Surrogate Experiments |
2021/12/12 - 1:56pm |
External Course |
Causality, Causal Inference, Ladder of Causation, Counterfactual Reasoning, Counterfactual Unnesting Theorem |

The Line Dividing Good & Evil |
2021/12/10 - 7:26pm |
Video |
Ethics, COVID19, Public Policy, Health Policy |

Ownership and Creativity in Generative Models |
2021/12/04 - 4:21pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Ownership, Legal, Intellectual Property |

The MAIEI Learning Community Report |
2021/12/04 - 4:18pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Data Driven Society, Ethics |

A Fast Knowledge Distillation Framework for Visual Recognition |
2021/12/04 - 4:12pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Graphics, Robotics, Computer Vision, Pattern Recognition |

Recognizing Scenes from Novel Viewpoints |
2021/12/04 - 4:08pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Graphics, Robotics, Computer Vision, Pattern Recognition |

GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras |
2021/12/04 - 3:56pm |
Academic Paper |
Artificial Intelligence, Machine Learning, GLAMR: Global Occlusion-Aware Human Mesh Recovery, Dynamic Cameras, Graphics, Robotics |

Bayesian hypothesis testing and hierarchical modelling of ivermectin effectiveness in treating Covid-19 |
2021/12/04 - 12:08pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Bayesian Hypothesis Testing, Ivermectin, Bayesian Data Analysis |

Generalizing Clinical Trials with Convex Hulls |
2021/12/04 - 6:29am |
Academic Paper |
Causal Inference, Cross-design Synthesis, Randomized Clinical Trial, Observational Data |

Sequential Causal Imitation Learning with Unobserved Confounders |
2021/12/02 - 10:17pm |
Academic Paper |
Imitation Learning, Inverse Reinforcement Learning, Sequential Causal Imitation Learning, Unobserved Confounders |

Canonical Capsules: Self-Supervised Capsules in Canonical Pose |
2021/11/24 - 8:46pm |
Video |
Machine Learning, Unsupervised Representation Learning, Self-supervised Capsule Architecture, 3D Point Clouds, Canonical Capsules, Self-Supervised Capsules, Canonical Pose |

Canonical Capsules: Self-Supervised Capsules in Canonical Pose |
2021/11/24 - 8:44pm |
Academic Paper |
Machine Learning, Unsupervised Representation Learning, Self-supervised Capsule Architecture, 3D Point Clouds, Canonical Capsules, Self-Supervised Capsules, Canonical Pose |

Worldwide Bayesian Causal Impact Analysis of Vaccine Administration on Deaths and Cases Associated with COVID-19: A BigData Analysis of 145 Countries |
2021/11/23 - 4:58pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Causality, Vaccines, Gene Therapy, mRNA Vaccines |

Green Pass and COVID-19 Vaccine Booster Shots in Israel – A More ‘Realistic’ Empirical Assessment Analyzing the National Airport Data |
2021/11/19 - 11:56am |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines |

Analysing Covid Vaccine Efficiency and Safety Statistics |
2021/11/18 - 8:43pm |
External Course |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines |

Magnetic resonance-based eye tracking using deep neural networks |
2021/11/13 - 5:31pm |
Academic Paper |
Artificial Intelligence, Magnetic Resonance-based Eye Tracking, Deep Neural Networks |