Resources

Covid Reality Revealed! - Professor John Ioannidis 2021/06/28 - 11:20pm Video COVID19, Public Policy, Health Policy, Lockdowns
Accuracy of Practitioner Estimates of Probability of Diagnosis Before and After Testing 2021/06/28 - 6:44pm External Course Applied Probability, Probability Theory, Medical Diagnosis, Medical Testing, Probability of Diagnosis
Guide to Home-Based COVID Treatment 2021/06/27 - 7:19pm White Paper COVID19, Public Policy, Health Policy, Therapeutics
Vaccine Safety Evidence - June 26, 2021 2021/06/26 - 2:02pm White Paper COVID19, Public Policy, Health Policy, Dr. Robert Malone, mRNA Vaccine, Vaccines, Vaccine Safety
The Safety of COVID-19 Vaccinations - We Should Rethink the Policy 2021/06/26 - 1:58pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccine, Vaccines, Vaccine Safety
Whether County Lockdown Could Deter the Contagion of COVID-19 in the USA 2021/06/25 - 9:40am External Course COVID19, Public Policy, Health Policy, Lockdowns
GPUs and FPGAs for Real-time Ingest Processing 2021/06/24 - 2:17pm External Course GPUs, FPGAs, Machine Learning, Artificial Intelligence
Recovery of deleted deep sequencing data sheds more light on the early Wuhan SARS-CoV-2 epidemic 2021/06/23 - 6:07pm Academic Paper COVID19, Public Policy, Health Policy, Sequencing Data, Phylogenetic Analysis
Intergenerational Mortality Tradeoff of COVID-19 Lockdown Policies 2021/06/23 - 5:59pm Academic Paper COVID19, Public Policy, Health Policy, Mortality Tradeoffs, Lockdowns
Self-Supervised Vision Models 2021/06/21 - 12:22am External Course Machine Learning, Self-Supervised Vision Models, Computer Vision and Pattern Recognition
Torsion-Free Abelian Groups are Borel Complete 2021/06/20 - 9:35am External Course Classification, Torsion-Free Abelian Groups, Borel Space, Group Theory
Unsupervised Deep Learning - Tutorial 2021/06/15 - 11:33pm External Course Unsupervised Deep Learning
Unsupervised Deep Learning: Transfer Learning - Tutorial 2021/06/15 - 11:29pm External Course Unsupervised Deep Learning
Unsupervised Deep Learning: Why Learn Without a Teacher - Tutorial 2021/06/15 - 11:26pm External Course Unsupervised Deep Learning
Unsupervised Deep Learning: Types of Learning - Tutorial 2021/06/15 - 11:24pm External Course Unsupervised Deep Learning
Unsupervised Deep Learning - Tutorial 2021/06/15 - 11:21pm External Course Unsupervised Deep Learning
The Peril of Politicizing Science 2021/06/14 - 11:52am External Course Data Science, Crisis in Science, Politicization
Matching Methods for Confounder Adjustment: An Addition to the Epidemiologist’s Toolbox 2021/06/10 - 11:19pm Academic Paper Epidemiology, Epidemiologic Methods, Propensity Score, Health Policy
Bayesian Inference in Monte Carlo Tree Search 2021/06/10 - 9:34pm External Course Bayesian Inference, Monte Carlo Tree Search
Building Machines That Learn and Think Like People 2021/06/10 - 11:39am External Course Artificial Intelligence, Intelligent Machines, Machine Learning
A Hidden Markov Model of Customer Relationship Dynamics 2021/06/10 - 10:19am External Course Hidden Markov Models, Customer Relationship Management, Buying Behavior, Marketing, Dynamic Choice Model, Segmentation, Bayesian Analysis, Data Science, Markov Decision Processes, Markov Logic Networks
Course in Functional Analysis - Conway 2021/06/08 - 8:16pm External Course Functional Analysis, Set Theory, Metric Spaces, Hilbert Spaces, Vector Spaces, Convex Analysis, Banach Spaces, Data Topology
Fundamentals of Functional Analysis 2021/06/08 - 8:03pm External Course Functional Analysis, Set Theory, Metric Spaces, Hilbert Spaces, Vector Spaces, Convex Analysis, Banach Spaces, Data Topology
Algorithms for Inverse Reinforcement Learning 2021/06/07 - 1:03am External Course Artificial Intelligence, Machine Learning, Algorithms, Reinforcement Learning, Inverse Reinforcement Learning, Markov Decision Processes
The Next Decade in AI: Four Steps Towards Robust Artificial Intelligence 2021/06/07 - 12:47am External Course Artificial Intelligence, Machine Learning, Knowledge-driven, Reasoning-based Approach, Cognitive Models, Causality
A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms 2021/06/07 - 12:40am External Course Artificial Intelligence, Machine Learning, Meta-Transfer Objective, Disentangle Causal Mechanisms, Causality
Sweden Pandemic Strategy Proved Right 2021/06/07 - 12:34am External Course COVID19, Public Policy, Health Policy, Sweden, Pandemic Strategy, Focused Protection
Necessity of COVID-19 Vaccination in Previously Infected Individuals: A Retrospective Cohort Study 2021/06/06 - 12:07pm Academic Paper COVID19, Public Policy, Health Policy, Vaccination, Immune Responses, Immune System
The performance of the SARS-CoV-2 RT-PCR test as a tool for detecting SARS-CoV-2 infection in the population 2021/06/04 - 11:04pm Academic Paper COVID19, Public Policy, Health Policy, PCR Test
SARS-CoV-2 memory B-cells recognize variants 2021/06/04 - 12:22pm Academic Paper COVID19, Public Policy, Health Policy, Memory B-cells, Cellular Immune Response, Herd Immunity
Counterfactual Data Augmentation for Neural Machine Translation 2021/06/02 - 8:07pm Academic Paper Neural Machine Translation, NMT, Counterfactual Data Augmentation, Counterfactual Logic, GumbelMax Structural Causal Model
Continual Lifelong Learning with Neural Networks: A Review 2021/06/02 - 12:31am External Course Artificial Intelligence, Continual Learning, Continual Lifelong Learning, Neural Networks, Causality
Data Science - Part XIII - Hidden Markov Models 2021/05/26 - 11:16pm External Course Data Science, Hidden Markov Models
The Data Don't Speak for Themselves 2021/05/26 - 8:35pm External Course Data, Frameworks, Data Interpretation, Bias
Introductory Real Analysis 2021/05/26 - 7:50pm External Course Real Analysis, Set Theory, Metric Spaces, Topological Spaces, Linear Spaces
Trading Performance for Stability in Markov Decision Processes 2021/05/26 - 2:59pm External Course Markov Decision Processes, Central Controller Synthesis Problems, Stochastic Dynamic Optimization
Infinite Latent Feature Models and the Indian Buffet Process 2021/05/26 - 2:11pm External Course Infinite Latent Feature Models, Indian Buffet Process
The Infinite Hidden Markov Model 2021/05/26 - 2:09pm External Course Infinite Hidden Markov Model, Hidden Markov Models
Factorial Hidden Markov Models 2021/05/26 - 2:08pm External Course Factorial Hidden Markov Models, Hidden Markov Models
Counterfactual Thinking: What Theories Do in Design 2021/05/25 - 8:31pm External Course Counterfactuals, Counterfactual Logic, Design Choices, Decision Theory
Audience Selection for On-line Brand Advertising - Privacy-friendly Social Network Targeting 2021/05/25 - 11:28am External Course Algorithms, Design, Experimentation On-line Advertising, Predictive Modeling, Social Networks, User-generated Content, Privacy
International Security in Cyberspace: New Models for Reducing Risk 2021/05/25 - 9:42am External Course Cyberspace, Risk Assessment, Artificial Intelligence, Cyber Security, Security, Data Security, Risk Assessment Instruments
National Security Commission on Artificial Intelligence - Final Report 2021 2021/05/25 - 9:36am External Course Artificial Intelligence, Cyber Security, Security, Data Security
Mask mandate and use efficacy in state-level COVID-19 containment 2021/05/25 - 7:31am Academic Paper COVID19, SARS-CoV-2, Mask, Mask Mandate, Nonpharmaceutical Interventions
Characterizing Human Mobility Patterns in a Large Street Network 2021/05/24 - 9:53am External Course GPS, Human Mobility Patterns, Levy flight, Random Walk, Street Networks, Self-organized Natural Streets, GPS Trajectories
Grand Bargains for Big Data - The Emerging Law of Health Information 2021/05/23 - 9:29pm External Course Law, Health Information, Health care, Information Privacy Law
Neural Architecture Search with Reinforcement Learning 2021/05/23 - 11:34am External Course Neural Architecture Search, Reinforcement Learning, Evolutionary Computing
Geo-Social Networks - Mobile Ad Targeting 2021/05/23 - 8:24am External Course Geo-Social Networks, Mobile Ad Targeting, Advertising, Targeted Online Advertising
Backward Art of Slowing the Spread? Congregation Efficiencies during COVID-19 2021/05/22 - 7:50pm External Course COVID19, Public Policy, Health Policy, Lockdowns
Causes of Effects and Effects of Causes 2021/05/21 - 8:23pm Academic Paper Causality, Causal Analysis, Causal Inference, Intuitive Causation, Probabilistic Causation

Pages