Induction and Deduction in Bayesian Data Analysis |
2021/08/21 - 8:40am |
External Course |
Bayesian Data Analysis, Bayesian Decision Analysis |

Control of Confounding and Reporting of Results in Causal Inference Studies |
2021/08/21 - 8:38am |
External Course |
Causal Inference, Causal Analysis, Causality |

Theory of Baum-Welch Algorithm and Hidden Markov Models |
2021/08/21 - 7:38am |
External Course |
Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov |

An Introduction to Causal Inference |
2021/08/20 - 11:46pm |
External Course |
Causal Inference, Causal Analysis, Counterfactuals, Directed Acyclic graphs, D-separation, Do-calculus, Simpson’s Paradox, SCMs, Structural Causal Models |

Causal Inference and the Data-fusion Problem |
2021/08/20 - 7:24pm |
External Course |
Causal Inference, Data-fusion, Causal Analysis, Causal Data Science, Counterfactuals, Selection Bias |

What is Causal Inference? |
2021/08/20 - 10:01am |
External Course |
Causality, Causal Inference, Artificial Intelligence |

Counterfactual Data-Fusion for Online Reinforcement Learners |
2021/08/20 - 9:14am |
External Course |
Causal Reinforcement Learning, Counterfactuals, Counterfactual Data-Fusion, Online Reinforcement Learners |

Dr. David Martin on Patent System and Over 5,000 Corona Virus Patents |
2021/08/20 - 12:10am |
Video |
COVID19, Public Policy, Health Policy, Patent System, Intellectual Property |

A Critical View of the Structural Causal Model |
2021/08/16 - 9:42am |
External Course |
Causal Inference, Causality, Structural Causal Model, SCM |

Infection-enhancing anti-SARS-CoV-2 antibodies recognize both the original Wuhan/D614G strain and Delta variants. A potential risk for mass vaccination? |
2021/08/13 - 3:01pm |
Academic Paper |
COVID19, Public Policy, Health Policy, ADE, Antibody-dependent Enhancement, SARS-CoV-2, Wuhan/D614G, Delta Variants, Vaccination |

Antibody-dependent enhancement (ADE) of SARS-CoV-2 infection in recovered COVID-19 patients: studies based on cellular and structural biology analysis |
2021/08/13 - 2:18pm |
Academic Paper |
COVID19, Public Policy, Health Policy, ADE, Antibody-dependent Enhancement, SARS-CoV-2, Vaccination |

A TALE OF TWO SCIENTIFIC PARADIGMS: CONFLICTING SCIENTIFIC OPINIONS ON WHAT “FOLLOWING THE SCIENCE” MEANS FOR SARS-COV-2 AND THE COVID-19 PANDEMIC |
2021/08/12 - 7:57pm |
External Course |
COVID19, Public Policy, Health Policy, Lockdowns, Model-driven Science, Empirically-driven Science, Non-pharmaceutical Interventions |

Forecasting for COVID19 has Failed |
2021/08/11 - 10:41pm |
External Course |
Forecasting, COVID19, John Ioannidis, Public Policy, Health Policy, Causal Inference, Forensic Medicine, Causality, Intuitive Causation, Probabilistic Causation |

Review of Causal Inference in Forensic Medicine |
2021/08/11 - 7:46pm |
External Course |
Causal Inference, Forensic Medicine, Causality, Intuitive Causation, Probabilistic Causation |

Elements of the Theory of Functions and Functional Analysis - Kolmogorov and Fomin |
2021/08/10 - 6:26pm |
External Course |
Functional Analysis, Theory of Functions, Set Theory, Metric Spaces, Normed Linear Spaces, Linear Operator Equation, Fredholm's Theorems |

AI Generated Inventions: Artificial Intelligence, Patent Law & Intellectual Property |
2021/08/09 - 8:34pm |
External Course |
AI Generated Inventions, Artificial Intelligence, Patent Law, Patents, Intellectual Property |

DABUS AI System Granted Patent by Australian Court |
2021/08/09 - 8:14pm |
External Course |
Artificial Intelligence, Patent Law, Patents, Intellectual Property |

Why COVID-19 was Overdiagnosed | Dr. Clare Craig |
2021/08/04 - 9:39am |
External Course |
COVID19, Public Policy, Health Policy, Diagnostics |

Correlation of SARS-CoV-2 Breakthrough Infections to Time-from-vaccine; Preliminary Study |
2021/08/02 - 3:13pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Vaccination, Breakthrough Infections, mRNA Vaccine, Vaccine Safety |

Observation of Time-Crystalline Eigenstate Order on a Quantum Processor |
2021/08/01 - 2:11am |
Academic Paper |
Time Crystal, Quantum Computing, Quantum Physics, Disordered Systems, Neural Networks, Statistical Mechanics, Strongly Correlated Electrons |

Observation of a many-body-localized discrete time crystal with a programmable spin-based quantum simulator |
2021/08/01 - 2:06am |
Academic Paper |
Time Crystal, Discrete Time Crystal, DTC, Quantum Physics, Disordered Systems, Neural Networks, Mesoscale Physics, Nanoscale Physics |

How Climate Scenarios Lost Touch With Reality |
2021/07/29 - 7:12pm |
External Course |
Climate Science, Bad Science, Crisis in Science, Climate Scenarios |

Climate model projections from the Scenario Model Intercomparison Project (ScenarioMIP) of CMIP6 |
2021/07/29 - 6:45pm |
Academic Paper |
Climate Models, Climate Scenarios, Climate Science, Scenario Model Intercomparison Project, CMIP6 |

Over- and under-estimation of COVID-19 deaths |
2021/07/29 - 6:36pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Mortality, Diagnostic Testing, Death Certifcates, Excess Deaths |

Evolutionary Game Theory: Game Theory, Applied Probability, Scenario Planning |
2021/07/28 - 12:17pm |
External Course |
Game Theory, Applied Probability, Scenario Planning, Evolutionary Game Theory |

Reasoning Under Uncertainty: Some Monte Carlo Results |
2021/07/27 - 10:17pm |
External Course |
Applied Probability, Causal Data Science, Probabilistic Reasoning, Markov Chain Monte Carlo |

A Comparative Study of Data Mining Algorithms used for Signal Detection in FDA AERS Database |
2021/07/27 - 7:57pm |
External Course |
Algorithm, Adverse Event Reporting System, FAERS, Data Mining, Signal Detection, Bayes Geometric Mean, FDA AERS Database, Disproportionality Analysis, Pharmacovigilance |

Commonality of Drug-associated Adverse Events Detected by 4 Commonly Used Data Mining Algorithms |
2021/07/27 - 7:53pm |
External Course |
Algorithm, Adverse Event Reporting System, FAERS, Data Mining, Signal Detection, Bayes Geometric Mean |

Equations that Changed the World |
2021/07/26 - 8:26pm |
External Course |
Equations |

Longitudinal analysis shows durable and broad immune memory after SARS-CoV-2 infection with persisting antibody responses and memory B and T cells |
2021/07/26 - 8:22pm |
Academic Paper |
COVID19, Public Policy, Health Policy, SARS-CoV-2, Antibody Responses, T Cells, B Cells |

Unit Selection Based on Counterfactual Logic |
2021/07/23 - 8:02pm |
External Course |
Unit Selection, Counterfactual Logic, A/B Testing, Statistical Analysis, Machine Learning |

Federated Mixture of Experts |
2021/07/21 - 1:02pm |
External Course |
Machine Learning, Cluster Computing, Federated Learning |

Federated Learning of Deep Networks using Model Averaging |
2021/07/21 - 12:09pm |
External Course |
Federated Learning of Deep Networks using Model Averaging |

Iterative SE(3)-Transformers |
2021/07/21 - 12:55am |
External Course |
Machine Learning, Iterative SE(3)-Transformers |

SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks |
2021/07/21 - 12:51am |
External Course |
Machine Learning, SE(3)-Transformers, 3D Roto-Translation, Equivariant Attention Networks |

Foundations of Data Science - Textbook |
2021/07/20 - 4:55pm |
External Course |
Data Science, Textbook |

Introduction to Probability |
2021/07/20 - 9:18am |
External Course |
Probability Theory, Bayesian Probability, Probability |

Suffcient Causes: On Oxygen, Matches, and Fires |
2021/07/20 - 9:10am |
External Course |
Probability, Causality, Causal Inference, Counterfactuals, Suffcient Causes, Explanation, Abduction |

Social consensus through the influence of committed minorities |
2021/07/20 - 9:05am |
External Course |
Psychology, Psychological Science, Social Consensus, Social and Information Networks, Statistical Mechanics |

Information Theory, Inference and Learning Algorithms |
2021/07/20 - 8:01am |
External Course |
Information Theory, Inference, Learning Algorithms, Algorithms, Probability, Entropy, Neural Networks, Sparse Graph Codes |

Understanding Machine Learning - From Theory to Algorithms - Textbook |
2021/07/20 - 6:54am |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |

Probability and Risk in the Real World |
2021/07/20 - 5:54am |
External Course |
Probabilistic Logic, Predictive Analytics, Risk Management, Tail Risks, Statistics, Asymmetries, Inferential Asymmetries, Fat Tails, Random Matrices |

Algorithms for Causal Reasoning in Probability Trees |
2021/07/20 - 4:46am |
External Course |
Causality, Algorithms, Causal Reasoning, Probability Trees, Machine Learning |

COVID-19 antibody seroprevalence in Santa Clara County, California |
2021/07/19 - 11:18pm |
External Course |
Seroprevalence, COVID19, Public Policy, Health Policy, Infection Fatality Rates |

Infection fatality rate of COVID-19 inferred from seroprevalence data |
2021/07/19 - 11:10pm |
External Course |
Seroprevalence, COVID19, Public Policy, Health Policy, Infection Fatality Rates |

Reconciling estimates of global spread and infection fatality rates of COVID- 19: An overview of systematic evaluations |
2021/07/19 - 8:42pm |
External Course |
COVID19, Public Policy, Health Policy, Infection Fatality Rates, Seroprevalence |

Mastering the Game of Go with Deep Neural Networks and Tree Search |
2021/07/19 - 12:49pm |
External Course |
Go, Deep Neural Networks, Tree Search, Monte Carlo Tree Search |

2020: A Propaganda Masterpiece |
2021/07/18 - 8:11pm |
Video |
Propaganda, COVID19, Public Policy, Health Policy |

Compiling Relational Database Schemata into Probabilistic Graphical Models |
2021/07/18 - 6:21pm |
External Course |
Relational Database Schemata, Probabilistic Graphical Models |

Lockdowns Summit LIVE in London |
2021/07/18 - 1:54pm |
Video |
COVID19, Public Policy, Health Policy |