Resources

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
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
Deep Learning: The Good, the Bad, and the Ugly 2020/08/28 - 2:55pm White Paper Artificial Intelligence, Deep Learning, Neural Networks, Computational Neuroscience, Object Recognition, Face Recognition, Action Recognition, Image Segmentation
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
Effects of a Major Deletion in the SARS-CoV-2 Genome on the Severity of Infection and the Inflammatory Response 2020/08/28 - 12:38pm Academic Paper COVID19, Public Policy, Health Policy, SARS-CoV-2, Genome, Inflammatory Response
Participation is NOT a Design Fix for Machine Learning 2020/08/28 - 12:32pm Academic Paper Machine Learning, Machine Learning Algorithms, Participation, Bias, Data Bias, Participation Washing, Context Independent Scalability
SARS-CoV-2 Specific Memory B Cells Frequency in Recovered Patient Remains Stable While Antibodies Decay over Time 2020/08/25 - 11:07pm Academic Paper COVID19, Public Policy, Health Policy, SARS-CoV-2, Specific Memory B Cells, Antibodies, B Cells
Four Stylized Facts about COVID19 - Study of Nonpharmaceutical Interventions 2020/08/25 - 11:02pm White Paper COVID19, Public Policy, Health Policy, Nonpharmaceutical Interventions, Political Leadership
Explaining the Homogeneous Diffusion of COVID19 Nonpharmaceutical Interventions Across Heterogeneous Countries 2020/08/24 - 10:58pm Academic Paper COVID19, Public Policy, Health Policy, Nonpharmaceutical Interventions, Political Leadership
Jay Bhattacharya - Interview - Lockdowns, Vaccines and Debt 2020/08/23 - 5:21pm Video COVID19, Public Policy, Health Policy, Jay Bhattacharya, Lockdowns, Vaccines, Debt
Functional SARS-CoV-2-specific immune memory persists after mild COVID-19 2020/08/18 - 10:28pm Academic Paper COVID19, Public Policy, Health Policy, Antibodies, SARS-CoV-2, Herd Immunity, T Cells
Neutralizing antibodies correlate with protection from SARS-CoV-2 in humans during a fishery vessel outbreak with high attack rate 2020/08/18 - 10:24pm Academic Paper COVID19, Public Policy, Health Policy, Antibodies, SARS-CoV-2, Herd Immunity, Natural Experiment

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