Resources

Non-Covid Excess Deaths, 2020-21: Collateral Damage of Policy Choices? 2022/06/12 - 11:35am Academic Paper COVID19, Public Policy, Health Policy, Excess Deaths, Collateral Damage of Policy Choices?
Characterizing Drought Behavior in the Colorado River Basin Using Unsupervised Machine Learning 2022/06/08 - 1:23pm Academic Paper Artificial Intelligence, Machine Learning, Earth System Models, Climate Science, Climate Models, Drought Behavior, Colorado River Basin, Water Law, Earth and Space Science
Causal Machine Learning for Healthcare and Precision Medicine 2022/06/08 - 9:54am Academic Paper Healthcare, Precision Medicine, Machine Learning, Causal Machine learning, Artificial Intelligence, Clinical Decision Support, Data-Driven Decision-Making
FDGNN: Fully Dynamic Graph Neural Network 2022/06/08 - 9:49am Academic Paper Graph Neural Networks, Dynamic Graph Neural Network, Causal Graphical Models, Causal Graphs, Machine Learning, Dynamic Graphs, Temporal Point Process
Hybrid social learning in human-algorithm cultural transmission 2022/05/26 - 7:32pm Academic Paper Artificial Intelligence, Human-in-the-loop Machine Learning, Social Learning, Transmission Dynamics, Human-Computer Interaction, Human-algorithm Interaction, Human–machine Collaboration
Optimal Decision Making Processes Include Multi-team Analyses - DSA ADS Course - 2022 2022/05/25 - 2:41am External Course Multi-team Analyses, Ad-Hoc Analysis, Big Data Analysis, Causal Data Science, Bayesian Decision Analysis, Decision Processes
Validation of prediction models in the presence of competing risks: a guide through modern methods 2022/05/24 - 3:50pm Academic Paper Healthcare, Prediction Models, Overall Prediction Error, Decision Curve Analysis, Model Performance
Deep Learning Methods for Proximal Inference via Maximum Moment Restriction 2022/05/19 - 1:09pm Academic Paper Artificial Intelligence, Machine Learning, Causal Inference, Maximum Moment Restriction
C19 Vax Strategy: Geert Vanden Bossche and Robert Malone, MD 2022/05/19 - 12:03am Video COVID19, Public Policy, Health Policy, Geert Vanden Bossche, Robert Malone, mRNA Vaccine, Vaccine Safety, Vaccines
Comparison of pandemic excess mortality in 2020-2021 across different empirical calculations 2022/05/18 - 11:42pm Academic Paper COVID19, Public Policy, Health Policy, Pandemic Excess Mortality, Mortality, Excess Mortality, Modeling, Epidemiology
A Generalist Agent 2022/05/18 - 6:15pm Academic Paper Artificial Intelligence, Artificial General Intelligence, Machine Learning, Computation and Language, Robotics
Neural Program Synthesis with Query 2022/05/18 - 6:44am Academic Paper Artificial Intelligence, Machine Learning, Neural Program Synthesis
Can We Do Better Than Random Start? The Power of Data Outsourcing 2022/05/17 - 2:48pm Academic Paper Machine Learning, Artificial Intelligence, Data Outsourcing, Non-convex Optimization, Initialization
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI 2022/05/17 - 1:59pm Academic Paper Artificial Intelligence, Machine Learning, Brain Imaging, Computer Vision and Pattern Recognition, Image and Video Processing, Healthcare, MRI
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation 2022/05/17 - 8:23am Academic Paper Robotics, Artificial Intelligence, Machine Learning, Reinforcement Learning
Mind the Gap: Assessing Temporal Generalization in Neural Language Models 2022/05/16 - 6:30pm Academic Paper Artificial Intelligence, Machine Learning, Computation and Language, Neural Language Models
Imitation by Predicting Observations 2022/05/16 - 12:26pm Academic Paper Artificial Intelligence, Machine Learning, Imitation Learning
Benchmarks for Deep Off-Policy Evaluation 2022/05/15 - 12:37pm Academic Paper Machine Learning, Artificial Intelligence, Off-Policy Evaluation
Launchpad: A Programming Model for Distributed Machine Learning Research 2022/05/15 - 5:34am Academic Paper Artificial Intelligence, Machine Learning, Cluster Computing
Competition-Level Code Generation with AlphaCode 2022/05/14 - 7:01pm Academic Paper Artificial Intelligence, Machine Learning, Code Generation, AlphaCode, Programming Languages
Visual Feature Encoding for GNNs on Road Networks 2022/05/14 - 12:57pm Academic Paper Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Graph Neural Networks, Visual Feature Encoding
Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors 2022/05/13 - 10:13pm Academic Paper Artificial Intelligence, Machine Learning, Robotics, Motion Capture Data
Flamingo: a Visual Language Model for Few-Shot Learning 2022/05/13 - 11:08am Academic Paper Artificial Intelligence, Machine Learning, Visual Language Model, Few-Shot Learning, Computer Vision and Pattern Recognition
Write It Like You See It: Detectable Differences in Clinical Notes By Race Lead To Differential Model Recommendations 2022/05/09 - 11:56pm Academic Paper Artificial Intelligence, Machine Learning, Health Technology, Health Policy, Health Data
How Can We Trust Machine Learning? 2022/05/09 - 4:10pm External Course Machine Learning, Trust
Citation impact and social media visibility of Great Barrington and John Snow signatories for COVID-19 strategy 2022/05/09 - 9:41am Academic Paper COVID19, Health Policy, Public Policy, Great Barrington Declaration, John Snow Memorandum
Innate Immune Suppression by SARS-CoV-2 mRNA Vaccinations: The role of G-quadruplexes, exosomes and microRNAs 2022/05/07 - 9:31pm Academic Paper COVID19, Public Policy, Health Policy, Immune System, G-quadruplexes, Exosomes, MicroRNAs, mRNA Vaccines, Vaccines
Worse Than the Disease? Reviewing Some Possible Unintended Consequences of the mRNA Vaccines Against COVID-19 2022/05/06 - 10:13pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Antibody Dependent Enhancement, Autoimmune Diseases, Gene Editing, Lipid Nanoparticles, Messenger RNA, Prion Diseases
Immune imprinting, breadth of variant recognition and germinal center response in human SARS-CoV-2 infection and vaccination 2022/05/06 - 9:44pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Dormio: A Targeted Dream Incubation Device 2022/05/06 - 8:53pm Academic Paper Brain Activity Mapping, Dreams, Sleep, Memory, Wearables, Creativity, Targeted Dream Incubation
The geometry of domain-general performance monitoring in the human medial frontal cortex 2022/05/06 - 8:17pm Academic Paper Brain Activity Mapping, Brain, Human Medial Frontal Cortex, Performance Monitoring, Goal-directed Behavior
Exploratory analyses in aetiologic research and considerations for assessment of credibility: mini-review of literature 2022/05/06 - 7:45pm Academic Paper Aetiologic Research, Credibility Assessment, Exploratory Analyses
Appropriate Use of RT-PCR Test - DSA ADS Course - 2022 2022/05/05 - 8:58pm External Course RT-PCR Test, Laboratory Quality Assurance, Cycle Threshold Values, Kary Mullis
False Data and False Positive Paradox - DSA ADS Course - 2022 2022/05/05 - 7:55pm External Course False Positives, False Data, False Positive Paradox, COVID19, Diagnostic Testing, Public Policy, Health Policy
The Illusion of Evidence Based Medicine 2022/05/04 - 9:33pm External Course Evidence Hierarchy, Evidence-based Medicine, Healthcare
Performance of the SARS-CoV-2 RT-PCR test as a tool for detecting SARS-CoV-2 infection in the population 2022/05/04 - 8:09pm External Course COVID19, Public Policy, Health Policy, SARS-CoV-2, RT-PCR Test, Infectious Potential, Laboratory Quality Assurance, Kary Mullis, Cycle Threshold Values
Activity Versus Outcome Maximization in Time Management 2022/05/01 - 9:29pm Academic Paper Productivity, Time Management, Outcome Maximization, Planning, Scheduling, Time Famine, Well-Being
Reinforcement Learning - Introduction 2022/04/29 - 10:29am External Course Reinforcement Learning
John Ioannidis - Excess Death, When Does the Pandemic End? 2022/04/26 - 9:33pm Video COVID19, Public Policy, Health Policy
Data versus Science: Contesting the Soul of Data-Science 2022/04/26 - 10:54am External Course Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science
Theory of Baum-Welch Algorithm and Hidden Markov Models 2022/04/26 - 7:38am External Course Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review 2022/04/24 - 11:04pm Academic Paper Machine Learning, Clinical Prediction Models, Methodology, Oncology
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review 2022/04/24 - 10:55pm Academic Paper Machine Learning, Clinical Prediction Models, Prediction Model, Diagnosis, Prognosis, Development, Validation, Reporting Adherence, Reporting Guideline, TRIPOD
Planning a method for covariate adjustment in individually randomised trials: a practical guide 2022/04/24 - 10:49pm Academic Paper Clinical Trials, Randomized Trials, Covariate Adjustment, Estimands, Standardization, Inverse Probability of Treatment Weighting, Missing Data
Real-Time Big Data Analytics with Storm 2022/04/24 - 10:17pm External Course Storm, Real-Time, Real-Time Big Data Analytics, Real-time Processing, Streaming
Collective Intelligence for Data Center Operations Management 2022/04/24 - 12:12pm External Course Data Center, Big Data Infrastructure
The Ultimate Covid19 Decoding - Everything Explained for the Layperson 2022/04/23 - 12:14am Video COVID19, Public Policy, Health Policy
Anti-nucleocapsid antibodies following SARS-CoV-2 infection in the blinded phase of the mRNA-1273 Covid-19 vaccine efficacy clinical trial 2022/04/21 - 5:08pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Anti-nucleocapsid Antibodies
Accelerating Compute-Intensive Applications with GPUs and FPGAs 2022/04/21 - 11:54am External Course Accelerators, Compute-Intensive Applications, GPU, FPGA, Gaussian Elimination, Data Encryption Standard, Needleman-Wunsch Algorithm
Testing Theories of American Politics: Elites, Interest Groups, and Average Citizens 2022/04/21 - 1:01am Academic Paper Competition Policy, Political Decisions, Political Legitimacy, Political Leadership

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