Resources

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
Dr. Jay Bhattacharya and Lord Sumption discuss the legal, ethical, and political implications of COVID-19 policy responses 2021/07/18 - 1:47pm External Course COVID19, Public Policy, Health Policy, Law, Ethics, Bioethics
Language Models are Few-Shot Learners - GPT-3 Autoregressive Language Model 2021/07/18 - 9:14am Academic Paper Language Models, Natural Language Processing, Machine Learning, NLP, GPT-3, Autoregressive Language Model
Covid-19 and Vaccine Truths with Dr Peter McCullough 2021/07/17 - 10:35pm Video COVID19, Public Policy, Health Policy, Vaccines, Dr. Peter McCullough
The Sure Thing 2021/07/16 - 11:01pm External Course The Sure-Thing Principle, Causal Reasoning, Data-Driven Decision-Making, Algorithm Decision Making, Applied Probability, Nonlinear Utility Scale, Simpson’s Paradox, Blyth’s Game
The Sure-Thing Principle 2021/07/16 - 6:13pm External Course The Sure-Thing Principle, Causal Reasoning, Data-Driven Decision-Making, Algorithm Decision Making, Applied Probability, Nonlinear Utility Scale, Simpson’s Paradox, Blyth’s Game
Dr. David E. Martin | Testimony - July 9th, 2021 2021/07/14 - 5:22pm Video Dr. David E. Martin, Patents, COVID19, SARS-CoV-2
Flow-based Attribution in Graphical Models: A Recursive Shapley Approach (Online Supplement) 2021/07/12 - 8:25pm External Course Graphical Models, Recursive Shapley Approach, Probabilistic Graphical Models
How to Learn an Algorithm 2021/07/11 - 12:52pm External Course Algorithms, Machine Learning, Algorithm Selection
Origins of SARS-CoV-2: A Critical Review 2021/07/10 - 6:59pm Academic Paper COVID19, Public Policy, Health Policy, Origins of SARS-CoV-2
Meta-analysis of randomized trials of ivermectin to treat SARS-CoV-2 infection 2021/07/10 - 2:09pm Academic Paper SARS-CoV2, COVID-19, Ivermectin, Repurposed Drugs, Public Policy, Health Policy, Medicine
Optimal Algorithms for Learning Bayesian Network Structures 2021/07/09 - 11:53pm External Course Algorithms, Bayesian Network Structures
Why Most Published Research Findings Are False 2021/07/09 - 7:50pm External Course Research, Nonreplication, John P. A. Ioannidis, Statistical Significance, Correlation, Bias, Evidence, Causation, Fraud
The limitations of polling data in understanding public support for COVID-19 lockdown policies 2021/07/09 - 2:14pm White Paper COVID19, Polling Data, Public Support, Public Policy, Attitude Formation, Psychology, Data Manipulation, Lockdowns
The World Health Organization and COVID-19: Re-establishing Colonialism in Public Health 2021/07/09 - 2:10pm White Paper COVID19, Public Policy, Health Policy, World Health Organization
Data Science is NOT Statistics 2021/07/09 - 2:32am External Course Data Science, Statistics
Setting ethical limits on human gene editing after the fall of the somatic/germline barrier 2021/07/08 - 4:42pm Academic Paper Human Gene Editing, Bioethics, Germline, CRISPR, DNA Sequences
Avalanches and edge-of-chaos learning in neuromorphic nanowire networks 2021/07/08 - 4:29pm Academic Paper Artificial Intelligence, Edge-of-chaos Learning, Neuromorphic Nanowire Networks, Neuromorphic Applications
Development and Assessment of an Artificial Intelligence–Based Tool for Skin Condition Diagnosis by Primary Care Physicians and Nurse Practitioners in Teledermatology Practices 2021/07/08 - 4:26pm Academic Paper Artificial Intelligence, Medicine, Skin Condition Diagnosis, Teledermatology, Telemedicine
A Neural Tangent Kernel Perspective of GANs 2021/07/05 - 8:58am Academic Paper Machine Learning, Artificial Intelligence, Neural Tangent Kernel, NTK, GAN, Generative Adversarial Network, Learning Algorithms
Artificial Intelligence and Democratic Norms 2021/07/04 - 1:28pm External Course Artificial Intelligence, Democratic Norms, Human Rights, Civil Liberties, Data Privacy
Key challenges for delivering clinical impact with artificial intelligence 2021/07/02 - 2:03pm External Course Machine Learning, Medicine, Artificial Intelligence
Checklist for Artificial Intelligence in Medical Imaging (CLAIM) 2021/07/02 - 1:54pm External Course Machine Learning, Artificial Intelligence, Medicine, Medical Imaging, Medical Devices
How medical AI devices are evaluated: limitations and recommendations from an analysis of FDA approvals 2021/07/02 - 1:48pm External Course Machine Learning, Medicine, Medical Devices, FDA, Medical Device Evaluation, Artificial Intelligence
Common pitfalls and recommendations for using machine learning to detect and prognosticate for COVID-19 using chest radiographs and CT scans 2021/07/02 - 1:35pm External Course Machine Learning, Radiology, Radiographs, CT scans, Medicine, Learning Algorithms
Artificial intelligence–enabled rapid diagnosis of patients with COVID19 2021/07/02 - 12:29pm Academic Paper Artificial Intelligence, COVID19, Medical Diagnosis
Symbolic Time and Space Tradeoffs for Probabilistic Verification 2021/07/02 - 9:50am Academic Paper Markov Chains, Markov Decision Processes, Symbolic Time, Space Tradeoffs, Probabilistic Verification, Applied Probability, Probability Theory
Max Welling: Quantum, Manifolds & Symmetries in ML - SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks 2021/07/02 - 12:17am External Course Machine Learning, Quantum, Manifolds, Symmetries, SE(3)-Transformers, 3D Roto-Translation, Equivariant Attention Networks

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