Resources

Dr Peter McCullough On Covid19: Treatment, Vaccines & A Dire Warning For New Zealand 2021/08/27 - 1:09am Video COVID19, Public Policy, Health Policy, Vaccines
On the Opportunities and Risks of Foundation Models 2021/08/25 - 11:17pm External Course Machine Learning, Foundation Models, Artificial Intelligence, Risk Management
Estimating individual-level optimal causal interventions combining causal models and machine learning models 2021/08/25 - 10:53pm External Course Causal Data Science, Machine Learning, Individual-level Optimal Causal Interventions, Causal Models
CausaLM: Causal Model Explanation Through Counterfactual Language Models 2021/08/25 - 10:46pm External Course Machine Learning, Causal Data Science, Causal Inference, Linguistic Causation, CausaLM, Causal Model Explanation, Counterfactual Language Models
Modelling Linguistic Causation 2021/08/25 - 10:40pm External Course Causal Data Science, Causal Inference, Linguistic Causation, Structural Equation Modelling
DoWhy: Addressing Challenges in Expressing and Validating Causal Assumptions 2021/08/25 - 10:27pm External Course DoWhy, Causal Assumptions, Causal Inference, Causal Data Science, Machine Learning
Comparing SARS-CoV-2 natural immunity to vaccine-induced immunity: reinfections versus breakthrough infections 2021/08/25 - 10:07pm Academic Paper COVID19, Public Policy, Health Policy, Natural Immunity, Vaccine-induced Immunity, Vaccines
Variational Causal Networks: Approximate Bayesian Inference over Causal Structures 2021/08/25 - 7:05pm External Course Variational Causal Networks, Bayesian Inference, Causal Structures, Causal Data Science
Efficient Decision Making with (Causal) Bayesian Deep Learning 2021/08/25 - 7:02pm External Course Bayesian Deep Learning, Causal Data Science, Algorithm Decision Making
The Economic Effect of the COVID-19 Lockdown in the United States: Was the Cure Worse than the Disease? 2021/08/23 - 11:21pm Academic Paper COVID19, Public Policy, Health Policy, Lockdowns
Radical Empiricism and Machine Learning Research 2021/08/23 - 8:23pm External Course Machine Learning, Causality, Causal Models, Knowledge Representation
Impact of the COVID-19 Pandemic and Policy Responses on Excess Mortality 2021/08/23 - 6:03pm Academic Paper COVID19, Public Policy, Health Policy, Lockdowns, Excess Mortality
Ivermectin for Prevention and Treatment of COVID-19 Infection: A Systematic Review, Meta-analysis, and Trial Sequential Analysis to Inform Clinical Guidelines 2021/08/23 - 9:17am Academic Paper COVID19, Public Policy, Health Policy, Ivermectin
Extendability of Causal Graphical Models: Algorithms and Computational Complexity 2021/08/21 - 8:21pm External Course Causal Graphical Models, Algorithms, Computational Complexity, DAG, Directed Acyclic graphs
The psychological roots of intellectual humility: The role of intelligence and cognitive flexibility 2021/08/21 - 5:43pm External Course Human Decision Making, Intelligence, Cognitive Flexibility, Confirmation Bias, Intellectual Humility
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
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
NASA: Neural Articulated Shape Approximation 2021/08/14 - 11:43pm Video Computer Vision, Pattern Recognition, Neural Articulated Shape Approximation, 3D Deep Learning, Neural Object Representation, Articulated Objects, Deformation, Skinning, Occupancy, Neural Implicit Functions
NASA: Neural Articulated Shape Approximation 2021/08/14 - 11:43pm Academic Paper Computer Vision, Pattern Recognition, Neural Articulated Shape Approximation, 3D Deep Learning, Neural Object Representation, Articulated Objects, Deformation, Skinning, Occupancy, Neural Implicit Functions
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
Models Only Say What They’re Told to Say 2021/08/13 - 12:48am External Course Predictive Modeling, Probabilistic Modeling, Modeling, Decision Modeling, Black Box Models
The Causal-Neural Connection: Expressiveness, Learnability, and Inference 2021/08/12 - 9:51pm Academic Paper Machine Learning, Artificial Intelligence, Causal-Neural Connection, Expressiveness, Learnability, Inference, Causal Inference
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
Errors in the implementation, analysis, and reporting of randomization within obesity and nutrition research: a guide to their avoidance 2021/07/25 - 3:53pm Academic Paper Experiments, Data Science, Random Classification, Experiment Design
Unit Selection Based on Counterfactual Logic 2021/07/23 - 8:02pm External Course Unit Selection, Counterfactual Logic, A/B Testing, Statistical Analysis, Machine Learning

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