Resources

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
Circulating SARS-CoV-2 Vaccine Antigen Detected in the Plasma of mRNA-1273 Vaccine Recipients 2021/05/21 - 7:37pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccine, SARS-CoV-2 Antigens, Immune Responses, Spike
Learning to Reinforcement Learn 2021/05/21 - 2:37pm External Course Reinforcement Learning, Machine Learning
Nonreplicable publications are cited more than replicable ones 2021/05/21 - 1:10pm White Paper Nonreplicable Study, Research, Data Analysis, Citations, Peer Review
Targeted Advertising: How Do Consumers Make Inferences? 2021/05/20 - 8:13pm External Course Machine Learning, Targeted Advertising, Causal Inference, Recommendation Engines, Product Recommendation Engines, Targeting Accuracy, Consumer Inference, Consumer Search
Bid Optimizing for Targeted Online Advertising 2021/05/20 - 8:13pm External Course Bid Optimizing, Targeted Online Advertising, Online Experiments, Experimentation On-line Advertising, Advertising
Markov Chain Monte Carlo - Probabilistic Machine Learning 2021/05/20 - 8:09pm External Course Markov Chain Monte Carlo, Monte Carlo Simulations, Prescriptive Strategy, Probabilistic Machine Learning, Machine Learning
Reactions on Algorithms: a systematic Literature Review of Algorithm Aversion and Algorithm Appreciation 2021/05/20 - 7:51pm External Course Algorithm, Learning Algorithms, Marketing, Algorithm Aversion, Decision Aids, Human-algorithm Interaction
Guided Monte Carlo Tree Search for Planning in Learned Enviornments 2021/05/20 - 7:42pm External Course Guided Monte Carlo Tree Search, Planning, Learned Enviornments, Monte Carlo Tree Search
Monte Carlo Tree Search in Production Management Problems 2021/05/20 - 7:39pm External Course Monte Carlo Tree Search, Production Management Problems, Monte Carlo Simulations
Monte Carlo Simulation 2021/05/20 - 7:06pm External Course Monte Carlo Simulations, Causal Interpretation, Prescriptive Strategy
Ranking Forests 2021/05/20 - 6:37pm External Course Classification Data, Tree-based Ranking Rules, Algorithms, Machine Learning Algorithms, Backpropagation Algorithm
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters 2021/05/20 - 6:06pm External Course Causality Inference, Causality, Machine Learning, Algorithm Decision Making, Data-Driven Decision-Making, Treatment Effect Estimation, Treatment Assignment Policy
Learning First-Order Probabilistic Models with Combining Rules 2021/05/20 - 6:06pm External Course Probabilistic Models, Combining Rules, Probabilistic Forecasts, Probabilistic Logic
Multifractal Geometry in Stock Market Time Series 2021/05/20 - 1:59pm External Course Fractals, Multifractals, Time Series, Finance, Trading, Stocks, Takens Theorem, Chaos Theory, Chaotic Dynamical System
Architecting Predictive Algorithms for Machine Learning 2021/05/20 - 1:25pm External Course Predictive Algorithms, Machine Learning
Fourier Neural Operator for Parametric Partial Differential Equations 2021/05/20 - 12:58pm Academic Paper Machine Learning, Fourier Neural Operator, Parametric Partial Differential Equations
Neurocognitive Enhancement: Applications and Ethical Issues 2021/05/20 - 12:54pm External Course Neurocognitive Enhancement, Neuroethics, Wearable Devices, Machine Learning
Making Contextual Decisions with Low Technical Debt 2021/05/20 - 11:52am External Course Machine Learning, Reinforcement Learning, Technical Debt, Contextual Decisions, Decision Service, Bandit Learning
Bayesuvius: Visual Dictionary of Bayesian Networks 2021/05/20 - 11:41am External Course Bayesian Networks, Bayesuvius
Top Ten Algorithms in Data Mining 2021/05/20 - 11:08am External Course Algorithms, Data Mining
Artificial Neural Network Model for Forecasting Foreign Exchange Rate 2021/05/20 - 9:57am External Course Artificial Neural Network, Back propagation Algorithm, Hidden Markov Model, Baum- Weld Algorithm, Sigmoid Activation Function, Foreign Exchange Rate, Finance
Making the Most of Machine Learning End-to-End 2021/05/20 - 9:39am External Course Machine Learning
Philosophy and the practice of Bayesian statistics 2021/05/19 - 11:06pm External Course Bayesian Statistics, Bayesian Inference, Inference
Causal Inference and Uplift Modeling: A Review of the Literature 2021/05/19 - 9:20pm External Course Machine Learning, Causal Inference, Uplift Modeling
Causes of Effects: Learning individual responses from population data 2021/05/19 - 9:16pm External Course Causality, Population Data, Individual Data, Machine Learning, Causal Models
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation 2021/05/19 - 9:10pm External Course Sample-Efficient Reinforcement Learning, Counterfactual-Based Data Augmentation, Reinforcement Learning, Structural Causal Models
Causality for Machine Learning 2021/05/19 - 9:07pm External Course Causality, Machine Learning
Graphical Depiction of Statistical Information Improves Gambling-Related Judgments 2021/05/19 - 7:56pm External Course Human Decision-Making, Debiasing, Gambling-Related Judgments, Statistics, Data-Driven Decision-Making
Anisotropy and Current Control of Magnetization in SrRuO3/SrTiO3 Heterostructures for Spin-Memristors 2021/05/19 - 7:41pm Academic Paper Neuromorphic Circuits, Anisotropy, Magnetization, Spin-Memristors, Neuromorphic Computing
Reflection on modern methods: understanding bias and data analytical strategies through DAG-based data simulations 2021/05/19 - 7:36pm External Course Data Analytical Strategies, DAG-based Data Simulations, Directed Acyclic graphs, Confounding Bias, Selection Bias, Probabilistic Simulation
Tutorial on Fairness of Machine Learning in Recommender Systems 2021/05/19 - 7:32pm External Course Machine Learning, Recommender Systems, Causal Fairness Analysis
Causal Diagrams for Epidemiologic Research 2021/05/19 - 7:28pm External Course Causal Diagrams, Epidemiologic Research, Causal Data Science, Causal Graphs
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics 2021/05/19 - 7:20pm Academic Paper Directed Acyclic graphs, Causality, Economics, Causal Graphs
On the Interpretation of do(x) 2021/05/19 - 7:16pm External Course Causal Analysis, Structural Causal Models, Testability, Reinforcement Learning
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators 2021/05/18 - 12:50pm Academic Paper DeepONet, Learning Nonlinear Operators, Differential Equations, Universal Approximation Theorem of Operators, Machine Learning
Excess Mortality in the United States in the 21st Century 2021/05/18 - 11:39am White Paper COVID19, Public Policy, Health Policy, Excess Mortality, Age-specific Death Rates
Bullshit Ability as an Honest Signal of Intelligence 2021/05/17 - 7:49pm Academic Paper Intelligence, Human Decision Making, Bullshit Detection
Cooperative Inverse Reinforcement Learning 2021/05/17 - 1:25pm External Course Machine Learning, Reinforcement Learning, Cooperative Inverse Reinforcement Learning
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report 2021/05/16 - 5:29pm External Course Artificial Intelligence, AI, Intelligence
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online 2021/05/16 - 3:49pm Academic Paper COVID19, Public Policy, Health Policy, Visualization Theory, Data Literacy, Data Visualization
BEYOND REWARD AND PUNISHMENT 2021/05/16 - 1:10pm External Course Artificial Intelligence, Artificial General Intelligence, Intelligent Machines, Machine Learning
VAERS Report on Covid19 Vaccine mRNA Biologicals - May, 2021 2021/05/14 - 12:41am White Paper COVID19, Public Policy, Health Policy, VAERS, Vaccine, mRNA Biologicals
Foundations of the Theory of Probability 2021/05/13 - 7:43pm External Course Data Science, Applied Probability, Probability Theory

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