Influence of Algorithms on Political and Dating Decisions |
2021/04/22 - 10:54am |
Academic Paper |
Machine Learning, Algorithms, Learning Algorithms, Political Decisions, Dating Decisions |

Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa) |
2021/04/22 - 10:50am |
Academic Paper |
Machine Learning, Artificial Intelligence, Dead Sea Scrolls |

Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters |
2021/04/17 - 6:06pm |
External Course |
Causality Inference, Causality, Machine Learning, Algorithm Decision Making, Data-Driven Decision-Making, Treatment Effect Estimation, Treatment Assignment Policy |

The Curse of Free-Will and the Paradox of Inevitable Regret |
2021/04/17 - 6:02pm |
External Course |
Counterfactual Causal Inference, Counterfactuals, Causality, Data Science, Data-Driven Decision-Making |

Ranking Forests |
2021/04/15 - 11:37pm |
External Course |
Classification Data, Tree-based Ranking Rules, Algorithms, Machine Learning Algorithms, Backpropagation Algorithm |

Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: a study in 48 440 adult patients |
2021/04/14 - 6:04pm |
Academic Paper |
COVID19, Public Policy, Health Policy |

Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks |
2021/04/14 - 11:44am |
External Course |
Machine Learning, Label Errors, Pretraining Algorithms, Training Data |

Bayesuvius: Visual Dictionary of Bayesian Networks |
2021/04/14 - 11:41am |
External Course |
Bayesian Networks, Bayesuvius |

P-hacking Issues |
2021/04/14 - 11:38am |
External Course |
P-hacking, Multiple Comparisons, Fishing Expedition |

Global Trends Shaping Humankind |
2021/04/14 - 11:12am |
Video |
Global Trends, Daniel Kahneman, Yuval Noah Harari |

Taming Dataset Bias via Domain Adaptation |
2021/04/14 - 11:06am |
Video |
Machine Learning, Pretraining Algorithms, Dataset Bias, Domain Adaptation, Data Bias |

Data versus Science: Contesting the Soul of Data-Science |
2021/04/14 - 10:54am |
Video |
Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science |

Markov Chain Monte Carlo - Probabilistic Machine Learning |
2021/04/14 - 10:09am |
Video |
Markov Chain Monte Carlo, Monte Carlo Simulations, Prescriptive Strategy, Probabilistic Machine Learning, Machine Learning |

Monte Carlo Simulation |
2021/04/14 - 10:06am |
Video |
Monte Carlo Simulations, Causal Interpretation, Prescriptive Strategy |

Tutorial Causal Fairness Analysis - Slides |
2021/04/14 - 9:59am |
Slides |
Causal Fairness Analysis, Causality, Causal Inference, Machine Learning |

Tutorial Causal Fairness Analysis - Video |
2021/04/14 - 9:59am |
Video |
Causal Fairness Analysis, Causal Inference, Causality, Machine Learning |

Causal Inference and Data Fusion in Econometrics |
2021/04/14 - 9:54am |
Academic Paper |
Causal Inference, Data Fusion, Econometrics, Applied Econometrics, Economic Sciences, Causality |

Estimating Identifiable Causal Effects through Double Machine Learning |
2021/04/14 - 9:40am |
Academic Paper |
Machine Learning, Double Machine Learning, DML, Causal Inference, Causality, Debiased Estimators |

The Harms of Lockdowns, The Dangers of Censorship, And A Path Forward |
2021/04/11 - 10:04pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns |

COVID19 - Excess Mortality Data - Professor Michael Levitt Explains |
2021/04/09 - 7:51pm |
Video |
COVID19, Public Policy, Health Policy, Excess Mortality |

COVID-19 Library. Filling the Gaps |
2021/04/08 - 10:12pm |
Academic Paper |
COVID19, Public Policy, Health Policy |

Simpson’s Paradox: A Singularity of Statistical and Inductive Inference |
2021/03/31 - 10:54pm |
Academic Paper |
Causal Inference, Causality, Simpson’s Paradox, Statistical Inference, Inductive Inference, Machine Learning, Contingency Tables, Odds Ratio, Causal Graphs |

Right evaluation of marketing stimuli with neuroscience. An electroencephalography experiment |
2021/03/18 - 7:48pm |
Academic Paper |
Neuroscience, Cognitive Neuroscience, Marketing, Electroencephalography |

Tell Me Who Your Friends Are: Using Content Sharing Behavior for News Source Veracity Detection |
2021/03/18 - 7:43pm |
Academic Paper |
AI, Machine Learning, News Veracity, Fake News |

Tailoring heuristics and timing AI interventions for supporting news veracity assessments |
2021/03/18 - 7:41pm |
Academic Paper |
AI, Machine Learning, News Veracity, Fake News |

Secret of Synchronization |
2021/03/14 - 10:57am |
Video |
Synchronization, Data Science |

Reinforcement Learning - Introduction |
2021/03/13 - 9:29am |
Video |
Reinforcement Learning |

Deep Learning Limitations and New Frontiers |
2021/03/13 - 9:23am |
Video |
Deep Learning |

Convolutional Neural Networks - Introduction |
2021/03/13 - 9:21am |
Video |
Convolutional Neural Networks |

Machine Learning Introduction |
2021/03/13 - 9:18am |
Video |
Machine Learning |

Deep Learning: A Crash Course |
2021/03/13 - 9:13am |
Video |
Deep Learning, Neural Networks, Artificial Intelligence |

What is Causal Inference? |
2021/03/11 - 9:01am |
Video |
Causality, Causal Inference, Artificial Intelligence |

Introduction to Coding Quantum Algorithms: A Tutorial Series Using Pyquil |
2021/03/08 - 7:18pm |
External Course |
Quantum Algorithms, Pyquil, Quantum Computer |

Introduction to Coding Quantum Algorithms: A Tutorial Series Using Qiskit |
2021/03/08 - 7:12pm |
External Course |
Quantum Algorithms, Qiskit, Quantum Computer |

An Atomic Boltzmann Machine Capable of On-chip Learning |
2021/03/08 - 7:07pm |
Academic Paper |
Boltzmann Machine, Neural Networks, Self-adaption, Machine Learning Algorithms |

Stay-at-home policy is a case of exception fallacy: an internet-based ecological study |
2021/03/08 - 10:12am |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns |

Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution |
2021/03/07 - 10:38am |
External Course |
Machine Learning, Causality, Causal Inference |

The Mechanical Basis of Memory – the MeshCODE Theory |
2021/03/03 - 9:22am |
Academic Paper |
Human Brain, Memory, MeshCODE Theory, Mind, Organic Supercomputer |

Probabilistic Causation |
2021/03/02 - 9:48pm |
External Course |
Probabilistic Causation, Causal Inference, Applied Probability, Probabilistic Logic, Machine Learning |

New Task Allocation Methods for Robotic Swarms |
2021/03/01 - 10:15pm |
Academic Paper |
Swarm Strategy, Task Allocation, Optimal Mass Transport Theory, Light-based Task Allocation, Gossip-based Task Allocation |

Towards Causal Representation Learning |
2021/03/01 - 8:57am |
Academic Paper |
Machine Learning, Causal Representation Learning, Causality, Causal Inference, Deep Neural Networks |

Nonlinear Invariant Risk Minimization: A Causal Approach |
2021/03/01 - 8:52am |
Academic Paper |
Machine Learning, Nonlinear Invariant Risk Minimization, Causality, Invariant Causal Representation Learning, ICRL |

Bayesian Quadrature on Riemannian Data Manifolds |
2021/03/01 - 8:47am |
Academic Paper |
Machine Learning, Bayesian Quadrature, Riemannian Data Manifolds |

A Critical View of the Structural Causal Model |
2021/03/01 - 8:42am |
Academic Paper |
Causal Inference, Causality, Structural Causal Model, SCM |

Language Models are Few-Shot Learners - GPT-3 Autoregressive Language Model |
2021/02/26 - 8:14am |
Academic Paper |
Language Models, Natural Language Processing, Machine Learning, NLP, GPT-3, Autoregressive Language Model |

The Effect of NFL and NCAA Football Games on the Spread of COVID-19 in the United States: An Empirical Analysis |
2021/02/26 - 7:32am |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, NFL, Football |

Traffic signal optimization on a square lattice with quantum annealing |
2021/02/23 - 5:04pm |
Academic Paper |
Quantum Computing, Quantum Algorithm, Quantum Annealing, Traffic Management System, Intelligent Transportation Systems |

CAUSAL INFERENCE IN STATISTICS - A PRIMER |
2021/02/19 - 8:50pm |
External Course |
Causal Inference, Causal Interpretation, Causal Inference Methods, Causality, Bayesian Statistics, Statistical Analysis |

Causal Inference: What If |
2021/02/19 - 8:43pm |
External Course |
Causal Inference, Causal Interpretation, Causal Inference Methods, Causality |

Florida Wins the Lockdown Science War - Hands Down |
2021/02/18 - 12:01pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns, Masks |