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 |
Roundtable with Leading Public Health Experts on COVID19 |
2020/09/25 - 11:38pm |
Video |
COVID19, Public Policy, Health Policy, Jay Bhattacharya, Martin Kulldorff, Michael Levitt |
Dynamic Change of COVID-19 Seroprevalence among Asymptomatic Population in Tokyo during the Second Wave |
2020/09/24 - 11:28pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Seroprevalence, Japan |
Deep-Neural-Network Solution of the Electronic Schrödinger Equation |
2020/09/23 - 1:44pm |
Academic Paper |
Machine Learning, Chemical Physics, PauliNet, Quantum Monte Carlo, Neural Networks, Deep Neural Network, Electronic Schrödinger Equation, Schrödinger Equation |
Python Machine Learning Tutorial |
2020/09/18 - 7:50pm |
Video |
Python, Machine Learning, Data Science |
Conceal or Reveal? Managing Clandestine Capabilities in Peacetime Competition |
2020/09/16 - 11:03pm |
White Paper |
Game Theory, International Relations, Military Power, Signaling, Bargaining |
Multivariate Counterfactual Systems And Causal Graphical Models |
2020/09/14 - 12:04am |
Academic Paper |
Causal Inference, Machine Learning, Multivariate Counterfactual Systems, Causal Graphical Models, Graphical Models, Potential Outcomes, Applied Probability |
Learning Feature Engineering for Classification |
2020/09/12 - 12:20am |
Academic Paper |
Feature Engineering, Classification, Neural Networks |
COVID19: Science, Logic and Data Explained |
2020/09/10 - 12:59am |
Video |
COVID19, Public Policy, Health Policy |
Solving Real World Data Science Tasks with Python Beautiful Soup |
2020/09/08 - 7:39pm |
Video |
Data Science, Python, Python Beautiful Soup |
Swedish Policy Analysis for Covid19 |
2020/08/31 - 12:26am |
Academic Paper |
COVID19, Public Policy, Health Policy, Swedish Policy, Sweden |
Data Science Workflow - Andrew Gelman |
2020/08/29 - 6:06pm |
Video |
Data Science Workflow, Andrew Gelman |
Shortcut Learning in Deep Neural Networks |
2020/08/28 - 3:25pm |
Academic Paper |
Shortcut Learning, Deep Neural Networks, Computer Vision, Pattern Recognition, Artificial Intelligence, Machine Learning, Neurons and Cognition, Deep Learning |
Machine Learning and the Physical Sciences |
2020/08/28 - 3:21pm |
Academic Paper |
Machine Learning, Physical Sciences, Quantum Computing, Computational Physics |
Machine Learning in Epidemiology and Health Outcomes Research |
2020/08/28 - 3:09pm |
White Paper |
Machine Learning, Epidemiology, Health Policy, Deep Learning, Treatment Effects, Biostatistics |
Big Data and Artificial Intelligence Modeling for Drug Discovery |
2020/08/28 - 3:02pm |
White Paper |
Artificial Intelligence, Deep Learning, Machine Learning, Rational Drug Design, Computer-aided Drug Discovery, Drug Design |
Michael Levitt - Interview - Importance of Excess Death Data |
2020/08/28 - 1:18pm |
Video |
COVID19, Public Policy, Health Policy, Michael Levitt, Excess Deaths, Data Context |