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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
Markov Chain Monte Carlo - Probabilistic Machine Learning 2021/05/06 - 10:09am External Course Markov Chain Monte Carlo, Monte Carlo Simulations, Prescriptive Strategy, Probabilistic Machine Learning, Machine Learning
Learning First-Order Probabilistic Models with Combining Rules 2021/05/02 - 10:06pm External Course Probabilistic Models, Combining Rules, Probabilistic Forecasts, Probabilistic Logic
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
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
NLP with Deep Learning – Language Models and RNNs 2021/04/26 - 10:33am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Language Models, RNNs
NLP with Deep Learning – Dependency Parsing 2021/04/26 - 10:28am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Dependency Parsing
NLP with Deep Learning – Backpropagation 2021/04/26 - 10:24am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Backpropagation
NLP with Deep Learning – Neural Networks 2021/04/26 - 10:21am External Course NLP, Deep Learning, Neural Networks, Natural Language Processing
NLP with Deep Learning – Word Vectors and Word Senses 2021/04/25 - 10:40am External Course NLP, Deep Learning, Word Vectors, Natural Language Processing, Word Senses
NLP with Deep Learning - Word Vectors 2021/04/25 - 10:38am External Course NLP, Deep Learning, Word Vectors, Natural Language Processing
Participating and Designing around Algorithmic Sociotechnical Systems 2021/04/25 - 10:34am External Course Algorithm, Algorithm Decision Making, Algorithmic Sociotechnical Systems
Communicating Algorithmic Process in Online Behavioral Advertising 2021/04/25 - 10:04am External Course Algorithm, Marketing, Online Behavioral Advertising, Advertising Algorithms, Algorithmic Transparency, Process Communication, Ad Explanation, Algorithmic Authority
Reactions on Algorithms: a systematic Literature Review of Algorithm Aversion and Algorithm Appreciation 2021/04/25 - 9:51am External Course Algorithm, Learning Algorithms, Marketing, Algorithm Aversion, Decision Aids, Human-algorithm Interaction
Algorithm appreciation: People prefer algorithmic to human judgment 2021/04/25 - 9:46am External Course Algorithms, Learning Algorithms, Data Science
Influence of Algorithms on Political and Dating Decisions 2021/04/22 - 10:54am Academic Paper Machine Learning, Algorithms, Learning Algorithms, Political Decisions, Dating Decisions
Artificial intelligence based writer identification generates new evidence for the unknown scribes of the Dead Sea Scrolls exemplified by the Great Isaiah Scroll (1QIsaa) 2021/04/22 - 10:50am Academic Paper Machine Learning, Artificial Intelligence, Dead Sea Scrolls
Coordinated Plan on Artificial Intelligence 2021 Review 2021/04/21 - 10:16am White Paper Artificial Intelligence, European Union, Regulation, Public Policy
Causal Decision Making and Causal Effect Estimation Are Not the Same... and Why It Matters 2021/04/17 - 6:06pm External Course Causality Inference, Causality, Machine Learning, Algorithm Decision Making, Data-Driven Decision-Making, Treatment Effect Estimation, Treatment Assignment Policy
The Curse of Free-Will and the Paradox of Inevitable Regret 2021/04/17 - 6:02pm External Course Counterfactual Causal Inference, Counterfactuals, Causality, Data Science, Data-Driven Decision-Making
Ranking Forests 2021/04/15 - 11:37pm External Course Classification Data, Tree-based Ranking Rules, Algorithms, Machine Learning Algorithms, Backpropagation Algorithm
Physical inactivity is associated with a higher risk for severe COVID-19 outcomes: a study in 48 440 adult patients 2021/04/14 - 6:04pm Academic Paper COVID19, Public Policy, Health Policy
Pervasive Label Errors in Test Sets Destabilize Machine Learning Benchmarks 2021/04/14 - 11:44am External Course Machine Learning, Label Errors, Pretraining Algorithms, Training Data
Bayesuvius: Visual Dictionary of Bayesian Networks 2021/04/14 - 11:41am External Course Bayesian Networks, Bayesuvius
P-hacking Issues 2021/04/14 - 11:38am External Course P-hacking, Multiple Comparisons, Fishing Expedition
Global Trends Shaping Humankind 2021/04/14 - 11:12am Video Global Trends, Daniel Kahneman, Yuval Noah Harari
Taming Dataset Bias via Domain Adaptation 2021/04/14 - 11:06am Video Machine Learning, Pretraining Algorithms, Dataset Bias, Domain Adaptation, Data Bias
Data versus Science: Contesting the Soul of Data-Science 2021/04/14 - 10:54am Video Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science

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