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 |