Resources

Why Machine Learning Algorithms Fall Short 2021/12/29 - 2:40pm External Course Data Science, Machine Learning Algorithms, Machine Learning, Self-learning Systems
A causal Bayesian network approach for consumer product safety and risk assessment 2021/12/28 - 9:36pm Academic Paper Public Policy, Regulation, RAPEX, Bayesian Network, Product Safety, Risk Assessment, Product Risk
Why scatter plots suggest causality, and what we can do about it 2021/12/27 - 5:33pm Academic Paper Correlation, Causation, Data Visualization, Scatter Plots, Diamond Plots, Causal Analysis, Causal Inference
Ivermectin Prophylaxis Used for COVID-19 Reduces COVID-19 Infection and Mortality Rates: A City-Wide, Prospective Observational Study of 220,517 Subjects Using Propensity Score Matching 2021/12/24 - 5:26pm Academic Paper COVID19, Public Policy, Health Policy, Ivermectin, Repurposed Drugs
mHealth apps for gestational diabetes mellitus that provide clinical decision support or artificial intelligence: A scoping review 2021/12/18 - 2:47pm Academic Paper Artificial Intelligence, Health care, Public Policy, Mobile Health, Gestational Diabetes, mHealth
Latest statistics on England mortality data suggest systematic mis-categorisation of vaccine status and uncertain effectiveness of Covid-19 vaccination 2021/12/17 - 3:29pm Academic Paper COVID19, Public Policy, Health Policy, Age-stratified All-cause Mortality Risk, Vaccines, Risk Assessment
How bad data quality can turn a simulation into a dissimulation that shapes the future 2021/12/14 - 1:28pm External Course COVID19, Health Policy, Public Policy, Data Quality, Black Box Models, Bad Models, Origins of SARS-CoV-2, Epidemiology, Non-pharmaceutical Interventions, Mitigation Strategies
Causally Colored Reflections on Leo Breiman’s “Statistical Modeling: The Two Cultures” 2021/12/14 - 8:39am External Course Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals
Statistical Modelling in the Age of Data Science 2021/12/14 - 6:03am External Course Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals, Causal Machine learning, Double Machine Learning, Targeted Learning
Statistical Modeling The Two Cultures 2021/12/14 - 3:36am External Course Statistical Modeling, Data Science, Statistical Analysis, Data Interpretation, Causal Analysis, Causality, Data Fusion, Missing Data, Counterfactuals
Variational autoencoders in the presence of low-dimensional data: landscape and implicit bias 2021/12/13 - 10:42pm Academic Paper Machine Learning, Variational Autoencoders, Low-dimensional Data
Beyond Ads: Sequential Decision-Making Algorithms in Public Policy 2021/12/13 - 10:39pm Academic Paper Machine Learning, Algorithm Decision Making, Sequential Decision-Making Algorithms, Public Policy
BScNets: Block Simplicial Complex Neural Networks 2021/12/13 - 10:36pm Academic Paper Machine Learning, BScNets, Simplicial Neural Networks, Graph Convolutional Networks
Investigation of Quantum Support Vector Machine for Classification in NISQ era 2021/12/13 - 10:32pm Academic Paper Quantum Algorithms, Quantum Computing, Classification, Quantum Support Vector Machine
Causal Identification with Matrix Equations 2021/12/12 - 9:12pm Academic Paper Causality, Causal Inference, Causal Effect Identification Algorithm
Deep Learning based Framework for Automatic Diagnosis of Glaucoma based on analysis of Focal Notching in the Optic Nerve Head 2021/12/12 - 8:34pm Academic Paper Artificial Intelligence, Machine Learning, Health Technology, Computer Vision, Pattern Recognition, Glaucoma
A Simple and Efficient Sampling-based Algorithm for General Reachability Analysis 2021/12/12 - 8:31pm Academic Paper Artificial Intelligence, Machine Learning, General Reachability Analysis
MTV: Visual Analytics for Detecting, Investigating, and Annotating Anomalies in Multivariate Time Series 2021/12/12 - 8:28pm Academic Paper Artificial Intelligence, Machine Learning, Visual Analytics, Anomalies, Anomaly Detection
Causal Knowledge Guided Societal Event Forecasting 2021/12/12 - 8:24pm Academic Paper Artificial Intelligence, Machine Learning, Forecasting
A Framework for Fairness: A Systematic Review of Existing Fair AI Solutions 2021/12/12 - 8:20pm Academic Paper Artificial Intelligence, Machine Learning, Ethics, Fairness
John Ioannidis - Where are we now with COVID19? 2021/12/12 - 7:52pm Video COVID19, Public Policy, Health Policy, John Ioannidis
Nested Counterfactual Identification from Arbitrary Surrogate Experiments 2021/12/12 - 1:56pm External Course Causality, Causal Inference, Ladder of Causation, Counterfactual Reasoning, Counterfactual Unnesting Theorem
The Line Dividing Good & Evil 2021/12/10 - 7:26pm Video Ethics, COVID19, Public Policy, Health Policy
Ownership and Creativity in Generative Models 2021/12/04 - 4:21pm Academic Paper Artificial Intelligence, Machine Learning, Ownership, Legal, Intellectual Property
The MAIEI Learning Community Report 2021/12/04 - 4:18pm Academic Paper Artificial Intelligence, Machine Learning, Data Driven Society, Ethics
A Fast Knowledge Distillation Framework for Visual Recognition 2021/12/04 - 4:12pm Academic Paper Artificial Intelligence, Machine Learning, Graphics, Robotics, Computer Vision, Pattern Recognition
Recognizing Scenes from Novel Viewpoints 2021/12/04 - 4:08pm Academic Paper Artificial Intelligence, Machine Learning, Graphics, Robotics, Computer Vision, Pattern Recognition
GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras 2021/12/04 - 3:56pm Academic Paper Artificial Intelligence, Machine Learning, GLAMR: Global Occlusion-Aware Human Mesh Recovery, Dynamic Cameras, Graphics, Robotics
Bayesian hypothesis testing and hierarchical modelling of ivermectin effectiveness in treating Covid-19 2021/12/04 - 12:08pm Academic Paper COVID19, Public Policy, Health Policy, Bayesian Hypothesis Testing, Ivermectin, Bayesian Data Analysis
Generalizing Clinical Trials with Convex Hulls 2021/12/04 - 6:29am Academic Paper Causal Inference, Cross-design Synthesis, Randomized Clinical Trial, Observational Data
Sequential Causal Imitation Learning with Unobserved Confounders 2021/12/02 - 10:17pm Academic Paper Imitation Learning, Inverse Reinforcement Learning, Sequential Causal Imitation Learning, Unobserved Confounders
Canonical Capsules: Self-Supervised Capsules in Canonical Pose 2021/11/24 - 8:46pm Video Machine Learning, Unsupervised Representation Learning, Self-supervised Capsule Architecture, 3D Point Clouds, Canonical Capsules, Self-Supervised Capsules, Canonical Pose
Canonical Capsules: Self-Supervised Capsules in Canonical Pose 2021/11/24 - 8:44pm Academic Paper Machine Learning, Unsupervised Representation Learning, Self-supervised Capsule Architecture, 3D Point Clouds, Canonical Capsules, Self-Supervised Capsules, Canonical Pose
Worldwide Bayesian Causal Impact Analysis of Vaccine Administration on Deaths and Cases Associated with COVID-19: A BigData Analysis of 145 Countries 2021/11/23 - 4:58pm Academic Paper COVID19, Public Policy, Health Policy, Causality, Vaccines, Gene Therapy, mRNA Vaccines
Green Pass and COVID-19 Vaccine Booster Shots in Israel – A More ‘Realistic’ Empirical Assessment Analyzing the National Airport Data 2021/11/19 - 11:56am Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Analysing Covid Vaccine Efficiency and Safety Statistics 2021/11/18 - 8:43pm External Course COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Magnetic resonance-based eye tracking using deep neural networks 2021/11/13 - 5:31pm Academic Paper Artificial Intelligence, Magnetic Resonance-based Eye Tracking, Deep Neural Networks
Counterfactual Explanations for Models of Code 2021/11/11 - 3:30pm Academic Paper Artificial Intelligence, Machine Learning, Software Engineering, Counterfactual Reasoning, Counterfactual Explanation Generation Technique, SE Model Interpretability
Searching in the Forest for Local Bayesian Optimization 2021/11/11 - 3:25pm Academic Paper Machine Learning, Bayesian Optimization, Black-box Optimization, Hyperparameter Optimization, HPO
Data Augmentation Can Improve Robustness 2021/11/10 - 12:24pm External Course Data Augmentation, Machine Learning, Computer Vision, Pattern Recognition
Inhaled Corticosteroids for Outpatients with Covid-19: A Meta-Analysis 2021/11/06 - 12:58pm Academic Paper COVID19, Public Policy, Health Policy, Corticosteroids
Vaccine Development and Social Control: A Psychopathology of Impaired Reasoning in the Global Push for Mass Compliance 2021/11/05 - 11:39pm External Course Vaccines, Ethics, Bioethics, Authoritarian, Collectivism, Human Rights, Civil Liberties
Neutralizing Antibodies to SARS-CoV-2 Selected from a Human Antibody Library Constructed Decades Ago 2021/11/04 - 11:41pm Academic Paper COVID19, Public Policy, Health Policy, Antibodies, SARS-CoV-2, Human Antibody Library
The Gompertz Growth of COVID-19 Outbreaks is Caused by Super-Spreaders 2021/11/04 - 1:27pm Academic Paper COVID19, Public Policy, Health Policy, Gompertz Curve, Super-Spreaders, Gompertz Function
Community transmission and viral load kinetics of the SARS-CoV-2 delta (B.1.617.2) variant in vaccinated and unvaccinated individuals in the UK: a prospective, longitudinal, cohort study 2021/10/29 - 5:59pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
US COVID-19 Vaccines Proven to Cause More Harm than Good Based on Pivotal Clinical Trial Data Analyzed Using the Proper Scientific Endpoint, “All Cause Severe Morbidity” 2021/10/27 - 12:58am Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Vaccine Safety
COVID vaccination and age-stratified all-cause mortality risk 2021/10/26 - 1:11am Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Risk Assessment, Age-stratified All-cause Mortality Risk
Effectiveness of Covid-19 Vaccination Against Risk of Symptomatic Infection, Hospitalization, and Death Up to 9 Months: A Swedish Total-Population Cohort Study 2021/10/25 - 2:46pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Nature of the COVID-era public health disaster in the USA, from all-cause mortality and socio-geo-economic and climatic data 2021/10/25 - 2:41pm Academic Paper COVID19, Public Policy, Health Policy
Discrepancies and inconsistencies in UK Government datasets compromise accuracy of mortality rate comparisons between vaccinated and unvaccinated 2021/10/21 - 3:02pm Academic Paper COVID19, Public Policy, Health Policy, Mortality Rate, Vaccines, Risk Assessment

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