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

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 |

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 |

Bayesian Statistics 09252020 |
2020/10/18 - 2:25pm |
Video |
Bayesian Statistics, Posterior Predictive Examples, Posterior Predictive Distributions, Confidence Intervals, Credible Intervals |

Bayesian Statistics 09282020 |
2020/10/18 - 2:20pm |
Video |
Bayesian Statistics, Coverage Intervals, Credible Intervals |

Bayesian Statistics 10022020 |
2020/10/18 - 2:16pm |
Video |
Bayesian Statistics, Finish Confidence, Credibility, HPDs, Bayesian Intervals, Maximum A-Posteriori Estimates |

Bayesian Statistics10122020 |
2020/10/18 - 2:10pm |
Video |
Bayesian Statistics, Limiting Distributions, Stationary Distributions, A-Periodicity, Irreducibility, Positive Recurrence |

Bayesian Statistics10142020 |
2020/10/18 - 2:06pm |
Video |
Bayesian Statistics, Markov Chains, Metropolis-Hastings, M-H Algorithm, Symmetric Proposal Distributions |

Bayesian or Frequentist? |
2020/10/17 - 3:45pm |
Video |
Bayesian Analysis, Frequentist Analysis |

Software Engineering Challenges of Deep Learning |
2020/10/16 - 11:41pm |
Academic Paper |
Software Engineering, Deep Learning, Machine Learning |

Intelligent Tutoring System for Negotiation Skills Training |
2020/10/16 - 8:37pm |
Academic Paper |
Machine Learning, Intelligent Tutoring System, Negotiation Training, Individualized Feedback, Soft Skills Training, Human-Agent Negotiation, Human-Computer Interaction, Affective Computing, Psychology, Negotiation Framework |

Effective Favor Exchange for Human-Agent Negotiation Challenge at IJCAI 2020 |
2020/10/16 - 8:29pm |
Academic Paper |
Machine Learning, Human-Agent Negotiation, Human-Computer Interaction, Affective Computing, Psychology, Interactive Arbitration Guide Online, IAGO, Negotiation Framework |

CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning |
2020/10/16 - 8:23pm |
Academic Paper |
Machine Learning, Computer Vision, Pattern Recognition, Visual Reasoning, Backpropagation, Reinforcement Learning, CLEVR, Compositional Language, Elementary Visual Reasoning |

Inferring and Executing Programs for Visual Reasoning |
2020/10/16 - 12:03pm |
Academic Paper |
Machine Learning, Computer Vision, Pattern Recognition, Visual Reasoning, Backpropagation, Reinforcement Learning |

Dynamic Task Allocation Method of Swarm Robots Based on Optimal Mass Transport Theory |
2020/10/15 - 11:08pm |
White Paper |
Swarm Strategy, Task Allocation, Optimal Mass Transport Theory, Dynamic Task Allocation, Balanced Allocation |

What is Herd Immunity? Epidemiologists Make Their Case | Part One |
2020/10/15 - 8:15pm |
Video |
COVID19, Public Policy, Health Policy, Herd Immunity |

SARS-CoV-2 Waves in Europe: A 2-stratum SEIRS Model Solution |
2020/10/13 - 9:09pm |
Academic Paper |
COVID19, Public Policy, Health Policy, SARS-CoV-2, 2-stratum SEIRS Model, SEIRS |

Global Perspective of COVID‐19 Epidemiology for a Full‐cycle Pandemic |
2020/10/11 - 5:05pm |
Academic Paper |
COVID19, Public Policy, Health Policy, John Ioannidis |

Stephen Wolfram: Fundamental Theory of Physics, Life, and the Universe |
2020/10/10 - 9:32pm |
Video |
Stephen Wolfram, Physics, Philosophy of Science, Computation, Computational Irreducibility |

Stephen Wolfram: Cellular Automata, Computation, and Physics |
2020/10/10 - 9:28pm |
Video |
Stephen Wolfram, Cellular Automata, Computation, Physics |

How to Price an Election: A Martingale Approach- Discussion with Dhruv Madeka |
2020/10/10 - 1:35pm |
Video |
Forecasting, Elections, Election Predictions, Martingales |

Avoiding Ambiguity |
2020/10/10 - 1:54am |
White Paper |
SUNETRA GUPTA, Models, COVID19, Mathematical Reasoning |

Understanding Feature Space in Machine Learning |
2020/10/06 - 12:37am |
Slides |
Feature Space, Machine Learning |

Health Experts Suggest Focused Protection for COVID19 Strategy: The Great Barrington Declaration |
2020/10/05 - 8:49pm |
Video |
COVID19, Public Policy, Health Policy, Focused Protection, COVID19 Strategy, SUNETRA GUPTA, Jay Bhattacharya, Martin Kulldorff, The Great Barrington Declaration |

Rethinking the Inception Architecture for Computer Vision |
2020/10/03 - 11:57pm |
Academic Paper |
Machine Learning, Convolutional Networks, Inception, Computer Vision |

The How and Why of Feature Engineering |
2020/10/02 - 12:30am |
Slides |
Feature Engineering |

Efficacy of Lockdowns, Social Distancing, and Closings |
2020/09/29 - 8:57pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns, Social Distancing, Closings, Scott Atlas |

False Positives in COVID19 Tests |
2020/09/29 - 8:38am |
Video |
COVID19, Public Policy, Health Policy, PCR Tests, False Positives |