COVID19: Rethinking the Lockdown Groupthink |
2021/01/15 - 1:04pm |
Academic Paper |
COVID19, Lockdowns, Groupthink, Public Policy, Health Policy, Cost-benefit Analysis |

Quantum Algorithm for Nonlinear Differential Equations |
2021/01/07 - 9:45pm |
Academic Paper |
Quantum Computing, Algorithm, Quantum Algorithm, Chaotic Dynamics, Nonlinear Differential Equations, Quantum Physics |

Efficient Quantum Algorithm for Dissipative Nonlinear Differential Equations |
2021/01/07 - 9:44pm |
Academic Paper |
Quantum Computing, Algorithm, Quantum Algorithm, Nonlinear Equations, Quantum Physics, Numerical Analysis, Plasma Physics, Nonlinear Differential Equations, Chaotic Dynamics |

Assessing Mandatory Stay‐at‐Home and Business Closure Effects on the Spread of COVID‐19 |
2021/01/07 - 9:30pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Masks, Non-pharmaceutical Interventions |

Crucial Viral Update Jan 4th - Europe and USA |
2021/01/07 - 9:26pm |
Video |
COVID19, Public Policy, Health Policy |

Measures do not prevent deaths, transmission is not by contact, masks provide no benefit, vaccines are inherently dangerous: Review update of recent science relevant to COVID-19 policy |
2020/12/29 - 11:13pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns |

Effects of non-pharmaceutical interventions on COVID-19: A Tale of Three Models |
2020/12/27 - 11:54pm |
Academic Paper |
Non-pharmaceutical Interventions, COVID19, Lockdowns, Public Policy, Health Policy |

Large-scale Clinical Interpretation of Genetic Variants Using Evolutionary Data and Deep Learning |
2020/12/23 - 4:36pm |
Academic Paper |
Genetics, Genetic Algorithms, Evolutionary Data, Deep Learning |

THE LONG-TERM IMPACT OF THE COVID-19 UNEMPLOYMENT SHOCK ON LIFE EXPECTANCY AND MORTALITY RATES |
2020/12/17 - 11:33pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Unemployment, Life Expectancy, Mortality Rates |

CRUCIAL Viral Update Dec 7th - Europe and USA Explained! |
2020/12/12 - 12:10pm |
Video |
COVID19, Public Health, Health Policy |

What's Next in AI: AI We Can Reason With |
2020/12/02 - 2:10am |
Video |
Artificial Intelligence |

What's Next in AI: AI We can Scale |
2020/12/02 - 2:08am |
Video |
Artificial Intelligence |

What's Next in AI : AI We Can Trust |
2020/12/02 - 2:07am |
Video |
Artificial Intelligence |

Causal Reinforcement Learning - Slides |
2020/12/02 - 2:04am |
Slides |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |

Causal Reinforcement Learning -- Part 2/2 (ICML tutorial) |
2020/12/02 - 2:03am |
Video |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |

Causal Reinforcement Learning -- Part 1/2 (ICML tutorial) |
2020/12/02 - 2:00am |
Video |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |

Towards Causal Reinforcement Learning (Tutorial) |
2020/12/02 - 1:59am |
Video |
Causal Reinforcement Learning, Elias Bareinboim, Reinforcement Learning |

Causal Data Science: Graphical Models, Exchangeable Models and Graphons |
2020/12/02 - 1:41am |
Video |
Causal Data Science, Graphical Models, Exchangeable Models, Graphons, Elias Bareinboim |

Causal Data Science: A General Framework for Causal Inference and Fusion |
2020/12/02 - 1:37am |
Video |
Elias Bareinboim, Data Science, Causal Data Science, Causal Inference, Causal Reasoning |

Data Science is NOT Statistics |
2020/12/02 - 1:32am |
Video |
Data Science, Statistics |

Scientific Reasoning for Practical Data Science |
2020/12/02 - 1:30am |
Video |
Scientific Reasoning, Data Science |

Philosophy of Data Science |
2020/12/02 - 1:28am |
Video |
Philosophy of Data Science, Data Science |

Judea Pearl: Causal Reasoning, Counterfactuals, and the Path to AGI |
2020/12/02 - 1:24am |
Video |
Judea Pearl, Causal Reasoning, Counterfactuals, AGI, Causal Inference |

Judea Pearl -- The Foundations of Causal Inference |
2020/12/02 - 1:22am |
Video |
Judea Pearl, Causal Inference, Causal Reasoning |

Interview with Judea Pearl |
2020/12/02 - 1:19am |
Video |
Judea Pearl, Causal Inference, Causal Reasoning |

Deep learning: A Philosophical Introduction |
2020/12/02 - 1:16am |
Academic Paper |
Deep Learning |

Unwrapping The Black Box of Deep ReLU Networks: Interpretability, Diagnostics, and Simplification |
2020/12/02 - 1:07am |
Academic Paper |
Deep ReLU Networks, Deep Neural Networks, Activation Pattern, Local linear Interpretability, Network Diagnostics, Network Simplification |

Causal inference methods for combining randomized trials and observational studies: a review |
2020/12/02 - 1:03am |
Academic Paper |
Causal Inference Methods, Randomized Trials, Observational Studies, Causal Inference, Causal Effect Generalization, Transportability, External Validity |

External Validity |
2020/12/02 - 12:58am |
Academic Paper |
External Validity, Causal Inference, Model Utility, Scope Plausibility, Specification Credibility |

A Personal Journey into Bayesian Networks |
2020/12/02 - 12:55am |
Academic Paper |
Bayesian Networks, Bayesian Decision Analysis |

Data Science and Investment Strategy |
2020/12/01 - 1:47am |
Video |
Data Science, Investment Strategy |

Predictive Performance of International COVID-19 Mortality Forecasting Models |
2020/11/27 - 12:36am |
Academic Paper |
Forecasting Models, COVID19 Mortality, COVID19, Causal Models, Public Policy, Health Policy |

SMOTEBoost: Improving Prediction of the Minority Class in Boosting |
2020/11/23 - 9:41am |
Academic Paper |
Algorithms, SMOTEBoost, Minority Class, Boosting, SMOTE, Synthetic Minority Over-sampling Technique, Synthetic Data |

Explaining Away, Augmentation, and the Assumption of Independence |
2020/11/20 - 11:54pm |
White Paper |
Causal Inference, Causality, Causal Reasoning, Causal Discovery, Intercausal |

Bayesian Networks and Causal Ecumenism |
2020/11/20 - 9:30am |
Academic Paper |
Bayesian Networks, Causal Ecumenism, Causality, Causal Inference, Bayesian Decision Analysis |

Code for: Predicting the Trajectory of Any COVID19 Epidemic From the Best Straight Line |
2020/11/18 - 11:22pm |
External Course |
COVID19, Forecasting Trajectory, Michael Levitt, Health Policy, Public Policy |

Joint Causal Inference from Multiple Contexts |
2020/11/18 - 11:04pm |
Academic Paper |
Joint Causal Inference, Multiple Contexts, Causal Discovery, Causal Inference, Experimental Data, Randomized Controlled Trials, Causality |

Reconsidering Generative Objectives For Counterfactual Reasoning |
2020/11/18 - 10:57pm |
Academic Paper |
Counterfactual Reasoning, Causal Inference, Causality, Individualized Treatment Effect |

Bias in Analytical Research |
2020/11/18 - 10:51pm |
Academic Paper |
Bias, Analytical Research, Clinical Trial Design, New England Journal of Medicine, The Lancet, Journal of the American Medical Association |

Thinking About Causation: A Causal Language with Epistemic Operators |
2020/11/18 - 8:56am |
Academic Paper |
Causality, Causal Inference, Causal Language, Epistemic Operators, Causal Reasoning, Epistemic Reasoning, Counterfactuals, Team Semantics, Dependence |

False-positive COVID-19 Results: Hidden Problems and Costs |
2020/11/15 - 1:43pm |
White Paper |
False-positives, COVID19, Public Policy, Health Policy |

Covid-19: Politicisation, “Corruption,” and Suppression of Science |
2020/11/15 - 8:36am |
Academic Paper |
COVID19, Public Policy, Health Policy, Crisis in Science |

A Causal View of Compositional Zero-shot Recognition |
2020/11/12 - 10:05pm |
Academic Paper |
Compositional zero-shot recognition, Causality, Causal Inference, Feature Reasoning, Compositional Reasoning |

The Causal Foundations of Applied Probability and Statistics |
2020/11/10 - 7:37pm |
Academic Paper |
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics |

Ballot-Marking Devices (BMDs) Cannot Assure the Will of the Voters |
2020/11/10 - 4:52pm |
Academic Paper |
Election Security, Cyber Security, Voting Systems, Voter Verification, Risk-limiting Audits, Ballot-Marking Devices, BMDs, Hand-marked Ballots, Hacking, Contestability. Defensibility |

Causal Campbell-Goodhart's law and Reinforcement Learning |
2020/11/06 - 1:16pm |
Academic Paper |
Causality, Reinforcement Learning, Algorithms, Goodhart’s Law, Campbell’s Law, Causal Inference, Cognitive Error |

Making Progress on Causal Inference in Economics |
2020/11/06 - 12:56pm |
Academic Paper |
Causal Inference, High-dimensional Causal Inference, Causation, Econometrics, Structural Equation Models, Directed Acyclic graphs, mediation, instrumental variables, Economic Growth |

Lectures on Causality: Jonas Peters, Part 4 |
2020/11/06 - 12:45pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 3 |
2020/11/06 - 12:44pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 2 |
2020/11/06 - 12:42pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |