|
Making the Most of Machine Learning End-to-End |
2021/05/20 - 9:39am |
External Course |
Machine Learning |
|
Statistical Modeling The Two Cultures |
2021/05/20 - 4:36am |
External Course |
Statistical Modeling, Data Science |
|
Philosophy and the practice of Bayesian statistics |
2021/05/19 - 11:06pm |
External Course |
Bayesian Statistics, Bayesian Inference, Inference |
|
Causal Inference and Uplift Modeling: A Review of the Literature |
2021/05/19 - 9:20pm |
External Course |
Machine Learning, Causal Inference, Uplift Modeling |
|
Causes of Effects: Learning individual responses from population data |
2021/05/19 - 9:16pm |
External Course |
Causality, Population Data, Individual Data, Machine Learning, Causal Models |
|
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation |
2021/05/19 - 9:10pm |
External Course |
Sample-Efficient Reinforcement Learning, Counterfactual-Based Data Augmentation, Reinforcement Learning, Structural Causal Models |
|
Causality for Machine Learning |
2021/05/19 - 9:07pm |
External Course |
Causality, Machine Learning |
|
Graphical Depiction of Statistical Information Improves Gambling-Related Judgments |
2021/05/19 - 7:56pm |
External Course |
Human Decision-Making, Debiasing, Gambling-Related Judgments, Statistics, Data-Driven Decision-Making |
|
Anisotropy and Current Control of Magnetization in SrRuO3/SrTiO3 Heterostructures for Spin-Memristors |
2021/05/19 - 7:41pm |
Academic Paper |
Neuromorphic Circuits, Anisotropy, Magnetization, Spin-Memristors, Neuromorphic Computing |
|
Reflection on modern methods: understanding bias and data analytical strategies through DAG-based data simulations |
2021/05/19 - 7:36pm |
External Course |
Data Analytical Strategies, DAG-based Data Simulations, Directed Acyclic graphs, Confounding Bias, Selection Bias, Probabilistic Simulation |
|
Tutorial on Fairness of Machine Learning in Recommender Systems |
2021/05/19 - 7:32pm |
External Course |
Machine Learning, Recommender Systems, Causal Fairness Analysis |
|
Causal Diagrams for Epidemiologic Research |
2021/05/19 - 7:28pm |
External Course |
Causal Diagrams, Epidemiologic Research, Causal Data Science, Causal Graphs |
|
Potential Outcome and Directed Acyclic Graph Approaches to Causality: Relevance for Empirical Practice in Economics |
2021/05/19 - 7:20pm |
Academic Paper |
Directed Acyclic graphs, Causality, Economics, Causal Graphs |
|
On the Interpretation of do(x) |
2021/05/19 - 7:16pm |
External Course |
Causal Analysis, Structural Causal Models, Testability, Reinforcement Learning |
|
DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators |
2021/05/18 - 12:50pm |
Academic Paper |
DeepONet, Learning Nonlinear Operators, Differential Equations, Universal Approximation Theorem of Operators, Machine Learning |
|
Excess Mortality in the United States in the 21st Century |
2021/05/18 - 11:39am |
White Paper |
COVID19, Public Policy, Health Policy, Excess Mortality, Age-specific Death Rates |
|
Bullshit Ability as an Honest Signal of Intelligence |
2021/05/17 - 7:49pm |
Academic Paper |
Intelligence, Human Decision Making, Bullshit Detection |
|
Cooperative Inverse Reinforcement Learning |
2021/05/17 - 1:25pm |
External Course |
Machine Learning, Reinforcement Learning, Cooperative Inverse Reinforcement Learning |
|
Foundations of Intelligence in Natural and Artificial Systems: A Workshop Report |
2021/05/16 - 5:29pm |
External Course |
Artificial Intelligence, AI, Intelligence |
|
Viral Visualizations: How Coronavirus Skeptics Use Orthodox Data Practices to Promote Unorthodox Science Online |
2021/05/16 - 3:49pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Visualization Theory, Data Literacy, Data Visualization |
|
BEYOND REWARD AND PUNISHMENT |
2021/05/16 - 1:10pm |
External Course |
Artificial Intelligence, Artificial General Intelligence, Intelligent Machines, Machine Learning |
|
VAERS Report on Covid19 Vaccine mRNA Biologicals - May, 2021 |
2021/05/14 - 12:41am |
White Paper |
COVID19, Public Policy, Health Policy, VAERS, Vaccine, mRNA Biologicals |
|
Foundations of the Theory of Probability |
2021/05/13 - 7:43pm |
External Course |
Data Science, Applied Probability, Probability Theory |
|
Mindspace: Influencing Behavior Through Public Policy |
2021/05/13 - 1:00am |
External Course |
Influencing Behavior, Public Policy, Psychological Science, Nudge Theory, Behavioral Sciences, Behavioral Theory |
|
Imagination and remembrance: what role should historical epidemiology play in a world bewitched by mathematical modelling of COVID‑19 and other epidemics? |
2021/05/12 - 3:05pm |
White Paper |
COVID19, Public Policy, Health Policy, Models, Epidemiology, Epidemiologic Methods |
|
Latest on Covid-19 by Dr. Ryan Cole |
2021/05/10 - 4:09pm |
Video |
COVID19, Public Policy, Health Policy, Dr. Ryan Cole |
|
Science in the 21st Century: Knowledge Monopolies and Research Cartels |
2021/05/02 - 1:42am |
External Course |
Science, Monopolies, Research Cartels, Corruption, Bureaucracies, Scientific Institutions |
|
Coherent Extrapolated Volition |
2021/05/02 - 1:07am |
External Course |
Artificial Intelligence, Machine Learning, Volition, Coherent Extrapolated Volition |
|
How Science Has Been Corrupted |
2021/05/02 - 12:59am |
Video |
Science, Corruption, Scientism, Public Policy, Health Policy, COVID19 |
|
Dr. John Lee: Covid is the cure worse than the disease? |
2021/05/01 - 7:32pm |
Video |
COVID19, Public Health, Health Policy |
|
Science Hypocrisy and Lies - John Ioannidis |
2021/05/01 - 1:38pm |
Video |
COVID19, Public Policy, Health Policy, John Ioannidis, Scientific Method, Scientific Standards, Models |
|
A Statistical Analysis of COVID-19 and Government Protection Measures in the U.S. |
2021/04/29 - 6:12pm |
White Paper |
COVID19, Public Policy, Health Policy, Non-pharmaceutical Intervention |
|
Covid Lockdown Cost/Benefits: A Critical Assessment of the Literature |
2021/04/29 - 6:08pm |
White Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Cost/Benefits |
|
NLP with Deep Learning - BERT and Other Pre-trained Language Models |
2021/04/27 - 2:44pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, BERT, Pre-trained Language Models |
|
NLP with Deep Learning - Low Resource Machine Translation |
2021/04/27 - 2:41pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Low Resource Machine Translation |
|
NLP with Deep Learning – Future of NLP + Deep Learning |
2021/04/27 - 2:39pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Future of NLP + Deep Learning |
|
NLP with Deep Learning – Bias in AI |
2021/04/27 - 2:37pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Bias in AI |
|
NLP with Deep Learning – Constituency Parsing, TreeRNNs |
2021/04/27 - 2:35pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Constituency Parsing, TreeRNNs |
|
NLP with Deep Learning – Multitask Learning |
2021/04/27 - 2:34pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Multitask Learning |
|
NLP with Deep Learning – Coreference Resolution |
2021/04/27 - 2:32pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Coreference Resolution |
|
NLP with Deep Learning – Natural Language Generation |
2021/04/27 - 2:30pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Natural Language Generation |
|
NLP with Deep Learning – Transformers and Self-Attention |
2021/04/27 - 2:29pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Transformers and Self-Attention |
|
NLP with Deep Learning – Contextual Word Embeddings |
2021/04/27 - 2:27pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Contextual Word Embeddings |
|
NLP with Deep Learning – Subword Models |
2021/04/27 - 2:25pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Subword Models |
|
NLP with Deep Learning – Convolutional Networks for NLP |
2021/04/27 - 2:23pm |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Convolutional Networks |
|
NLP with Deep Learning – Question Answering |
2021/04/27 - 10:02am |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Question Answering |
|
NLP with Deep Learning – Practical Tips for Projects |
2021/04/27 - 10:00am |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing |
|
NLP with Deep Learning – Translation, Seq2Seq, Attention |
2021/04/27 - 9:58am |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Translation, Seq2Seq, Attention |
|
NLP with Deep Learning – Vanishing Gradients, Fancy RNNs |
2021/04/27 - 9:55am |
External Course |
NLP, Deep Learning, Neural Networks, Natural Language Processing, Vanishing Gradients, Fancy RNNs |
|
Why AI is Harder Than We Think |
2021/04/26 - 6:05pm |
Academic Paper |
AI, Artificial Intelligence |
