Resources

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
Identification and Estimation of Joint Probabilities of Potential Outcomes in Observational Studies with Covariate Information 2021/06/05 - 5:11pm External Course Applied Probability, Joint Probabilities, Observational Studies, Covariate Information
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
Lifting the curtain: Strategic visibility of human labour in AI-as-a-Service 2021/05/26 - 9:21pm Academic Paper Artificial Intelligence, Artificial Intelligence-as-a-Service, AIaaS, AI-as-a-Service, Commercial Logics, Hidden Work, Machine Learning, Transparency
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
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

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