Resources

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

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