Resources

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

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