Reconsidering Generative Objectives For Counterfactual Reasoning |
2020/11/18 - 10:57pm |
Academic Paper |
Counterfactual Reasoning, Causal Inference, Causality, Individualized Treatment Effect |

Bias in Analytical Research |
2020/11/18 - 10:51pm |
Academic Paper |
Bias, Analytical Research, Clinical Trial Design, New England Journal of Medicine, The Lancet, Journal of the American Medical Association |

Thinking About Causation: A Causal Language with Epistemic Operators |
2020/11/18 - 8:56am |
Academic Paper |
Causality, Causal Inference, Causal Language, Epistemic Operators, Causal Reasoning, Epistemic Reasoning, Counterfactuals, Team Semantics, Dependence |

False-positive COVID-19 Results: Hidden Problems and Costs |
2020/11/15 - 1:43pm |
White Paper |
False-positives, COVID19, Public Policy, Health Policy |

Covid-19: Politicisation, “Corruption,” and Suppression of Science |
2020/11/15 - 8:36am |
Academic Paper |
COVID19, Public Policy, Health Policy, Crisis in Science |

A Causal View of Compositional Zero-shot Recognition |
2020/11/12 - 10:05pm |
Academic Paper |
Compositional zero-shot recognition, Causality, Causal Inference, Feature Reasoning, Compositional Reasoning |

The Causal Foundations of Applied Probability and Statistics |
2020/11/10 - 7:37pm |
Academic Paper |
Probabilistic Logic, Probability Theory, Causality, Causal Inference, Applied Probability, Statistics |

Ballot-Marking Devices (BMDs) Cannot Assure the Will of the Voters |
2020/11/10 - 4:52pm |
Academic Paper |
Election Security, Cyber Security, Voting Systems, Voter Verification, Risk-limiting Audits, Ballot-Marking Devices, BMDs, Hand-marked Ballots, Hacking, Contestability. Defensibility |

Causal Campbell-Goodhart's law and Reinforcement Learning |
2020/11/06 - 1:16pm |
Academic Paper |
Causality, Reinforcement Learning, Algorithms, Goodhart’s Law, Campbell’s Law, Causal Inference, Cognitive Error |

Making Progress on Causal Inference in Economics |
2020/11/06 - 12:56pm |
Academic Paper |
Causal Inference, High-dimensional Causal Inference, Causation, Econometrics, Structural Equation Models, Directed Acyclic graphs, mediation, instrumental variables, Economic Growth |

Lectures on Causality: Jonas Peters, Part 4 |
2020/11/06 - 12:45pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 3 |
2020/11/06 - 12:44pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 2 |
2020/11/06 - 12:42pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Lectures on Causality: Jonas Peters, Part 1 |
2020/11/06 - 12:41pm |
Video |
Causality, Prediction, Inference, Algorithms, Causal Inference, Structural Causal Models, Interventional Distributions |

Hidden Technical Debt in Machine Learning Systems |
2020/11/02 - 10:44pm |
Academic Paper |
Machine Learning, Technical Debt, Machine Learning Systems |

Direct Causation: A New Approach to an Old Question |
2020/11/02 - 12:54am |
Academic Paper |
Causality, Causal Inference, Causal Structure, Causal Reasoning, Direct Causation |

The Seven Tools of Causal Inference, with Reflections on Machine Learning |
2020/11/02 - 12:49am |
White Paper |
Causality, Causal Reasoning, Causal Inference, Machine Learning, Algorithms |

Algorithms for Causal Reasoning in Probability Trees |
2020/11/02 - 12:46am |
Academic Paper |
Causality, Algorithms, Causal Reasoning, Probability Trees, Machine Learning |

Recovering from Selection Bias in Causal and Statistical Inference |
2020/11/02 - 12:43am |
Academic Paper |
Causality, Selection Bias, Causal Inference, Statistical Inference, Probabilistic Logic, Conditional Probabilities |

Tea with Scientist Dr. Sunetra Gupta |
2020/11/02 - 12:38am |
Video |
SUNETRA GUPTA, COVID19, Public Policy, Health Policy |

Silent History of Cause and Effect - Slides |
2020/11/02 - 12:35am |
Slides |
Cause and Effect, Causality, Inference, Causal Inference, Judea Pearl, Counterfactual Inference, Structural Models |

Feature Engineering Tools and Techniques for Better Classification Performance |
2020/10/31 - 12:26am |
Academic Paper |
Feature Engineering, Classification, Machine Learning, Classifier, Predictive learning |

Graphene Memristive Synapses for High Precision Neuromorphic Computing |
2020/10/30 - 12:18am |
Academic Paper |
Graphene Memristive Synapses, Neuromorphic Computing |

Introduction to Probability |
2020/10/26 - 7:18am |
External Course |
Probability Theory, Bayesian Probability, Probability |

Introduction to Machine Learning |
2020/10/25 - 6:07pm |
External Course |
Machine Learning |

Introduction to Graphical Models and Bayesian Networks |
2020/10/25 - 5:13pm |
External Course |
Graphical Models, Bayesian Networks |

Why is the Covid19 Death Rate So Low? |
2020/10/25 - 4:33pm |
Video |
COVID19, Public Policy, Health Policy |

Evidence-based Medicine has been Hijacked - Report to David Sackett |
2020/10/24 - 8:16pm |
Academic Paper |
Evidence-based Medicine, David Sackett, John Ioannidis |

Election Predictions as Martingales: An Arbitrage Approach |
2020/10/23 - 12:15am |
Academic Paper |
Martingales, Election Predictions, Probability Theory, Bruno de Finetti, Elections |

Adversarial Attacks Against Medical Deep Learning Systems |
2020/10/22 - 11:53pm |
Academic Paper |
Machine Learning, Adversarial Machine Learning, Healthcare, Deep Learning, Medical Deep Learning Systems |

Foundations of Data Science - Textbook |
2020/10/21 - 4:55pm |
External Course |
Data Science, Textbook |

Understanding Machine Learning - From Theory to Algorithms - Textbook |
2020/10/21 - 4:54pm |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |

Evidence of Protective Role of Ultraviolet-B (UVB) Radiation in Reducing COVID-19 Deaths |
2020/10/20 - 11:02pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Ultraviolet-B (UVB) Radiation, Sunshine, Vitamin D, UVB Radiation |

The small effects of political advertising are small regardless of context, message, sender, or receiver: Evidence from 59 real-time randomized experiments |
2020/10/20 - 9:06pm |
Academic Paper |
Political Advertising, Advertising, Marketing, Campaigns |

LIVING WITH COVID19: BALANCING COSTS AGAINST BENEFITS |
2020/10/19 - 3:34pm |
White Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Cost Benefit Analysis, Value of Lives Saved |

Introduction to Neural Networks in Python |
2020/10/18 - 7:52pm |
Video |
Neural Networks, Python, TensorFlow, Keras, Data Science |

Data Analysis with Python - Full Course for Beginners |
2020/10/18 - 7:29pm |
Video |
Data Analysis, Python, NumPy, Pandas, Matplotlib, Seaborn, Data Science |

Python for Data Science - Course for Beginners |
2020/10/18 - 7:26pm |
Video |
Python, Data Science, Pandas, NumPy, Matplotlib |

Learn Data Science Tutorial - Full Course for Beginners |
2020/10/18 - 6:21pm |
Video |
Data Science, Data Science Tutorial |

What is Data Science? - Andrew Gelman |
2020/10/18 - 6:18pm |
Video |
Data Science, Andrew Gelman |

Statistical Inference 01272020 |
2020/10/18 - 5:58pm |
Video |
Statistical Inference |

Statistical Inference 02122020 |
2020/10/18 - 5:57pm |
Video |
Statistical Inference |

Statistical Inference 04062020 |
2020/10/18 - 5:55pm |
Video |
Statistical Inference, Expectation-Maximization Algorithm, EM Algorithm |

Statistical Inference 04242020 |
2020/10/18 - 5:53pm |
Video |
Statistical Inference, Hypothesis Testing |

Statistical Inference 03252020 |
2020/10/18 - 5:48pm |
Video |
Statistical Inference, Joint Estimation |

Statistical Inference 04032020 |
2020/10/18 - 3:43pm |
Video |
Statistical Inference |

Statistical Inference 01312020 |
2020/10/18 - 3:41pm |
Video |
Statistical Inference |

Bayesian Statistics 08302019 |
2020/10/18 - 3:39pm |
Video |
Bayesian Statistics, Bayesian Analysis, Beta-Binomial, Prior Hyperparameters |

Bayesian Statistics 10162019 |
2020/10/18 - 3:29pm |
Video |
Bayesian Statistics |

Bayesian Statistics 09062019 |
2020/10/18 - 2:28pm |
Video |
Bayesian Statistics, Normal Example, Variance Known; Confidence Intervals, Confidence Agreement |