Resources

Deep Learning, Self-Taught Learning and Unsupervised Feature Learning 2022/10/22 - 8:35pm External Course Deep Learning, Self-Taught Learning, Unsupervised Feature Learning, Andrew Ng
Abstraction and Analogy-Making in Artificial Intelligence 2022/10/22 - 3:50pm Academic Paper Artificial Intelligence, Machine Learning
OUT TO SEE - A Film with John Ioannidis 2022/10/20 - 3:59pm Video John Ioannidis, Applied Data Science, Causal Data Science, COVID19, Public Policy, Health Policy
Age-stratified infection fatality rate of COVID-19 in the non-elderly informed from pre-vaccination national seroprevalence studies 2022/10/18 - 1:38am Academic Paper COVID19, Public Policy, Health Policy, Infection Fatality Rate, Seroprevalence, Bias, Epidemics
QuCNN: A Quantum Convolutional Neural Network with Entanglement Based Backpropagation 2022/10/12 - 8:19pm Academic Paper Quantum Computing, Machine Learning, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Machine Learning, Convolutional Neural Networks
Depth-First Grover Search Algorithm on Hybrid Quantum-Classical Computer 2022/10/12 - 8:13pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Hybrid Quantum-Classical Computer, Grover’s Algorithm, Unstructured Database Search
Ab-initio two-dimensional digital twin for quantum computer benchmarking 2022/10/12 - 8:08pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Computer Benchmarking, Noisy Intermediate Scale Quantum Computer
The Typical Behavior of Bandit Algorithms 2022/10/12 - 5:34pm Academic Paper Artificial Intelligence, Machine Learning, Bandit Algorithms, Multi-armed Bandits, Regret Distribution, Limit Theorems
Causal and counterfactual views of missing data models 2022/10/12 - 10:00am Academic Paper Machine Learning, Missing Data, Causal Inference, Causal Graphs, Missing Data DAG Models
In-situ Model Downloading to Realize Versatile Edge AI in 6G Mobile Networks 2022/10/09 - 11:19pm Academic Paper Artificial Intelligence, Machine Learning, Edge AI, 6G Mobile Networks, Edge-Cloud Collaborative Intelligence, Information Theory
Understanding Practices, Challenges, and Opportunities for User-Driven Algorithm Auditing in Industry Practice 2022/10/09 - 11:14pm Academic Paper Artificial Intelligence, Machine Learning, User-Driven Algorithm Auditing, Data Auditing, Human-Computer Interaction
Demystifying Map Space Exploration for NPUs 2022/10/09 - 11:10pm Academic Paper Artificial Intelligence, Machine Learning, Map Space Exploration, Neural Processing Units, Deep Neural Network
The State-of-the-Art Survey on Optimization Methods for Cyber-physical Networks 2022/10/09 - 11:00pm Academic Paper Cyber-physical Systems, Restoration Planning, Mathematical Modeling, Optimization, Scalability
Learnware: Small Models Do Big 2022/10/09 - 10:57pm Academic Paper Artificial Intelligence, Machine Learning
Proposal for a Directive on adapting non contractual civil liability rules to artificial intelligence 2022/10/09 - 10:39pm White Paper Artificial Intelligence, Machine Learning, Public Policy, Data Science Laws, Law Regulation
Blueprint for an AI Bill of Rights 2022/10/09 - 10:29pm White Paper Artificial Intelligence, Machine Learning, Public Policy
Universal control of a six-qubit quantum processor in silicon 2022/10/04 - 7:55pm Academic Paper Quantum Computing, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Silicon
NLP with Deep Learning - BERT and Other Pre-trained Language Models 2022/10/03 - 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 2022/10/03 - 2:41pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Low Resource Machine Translation
Robust Preparation of Wigner-Negative States with Optimized SNAP-Displacement Sequences 2022/10/01 - 7:07pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Wigner-Negative States, Optimized SNAP-Displacement Sequences
Why Most Published Research Findings Are False 2022/10/01 - 6:50pm External Course Research, Nonreplication, John P. A. Ioannidis, Statistical Significance, Correlation, Bias, Evidence, Causation, Fraud
NLP with Deep Learning – Natural Language Generation 2022/09/27 - 2:30pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Natural Language Generation
NLP with Deep Learning – Transformers and Self-Attention 2022/09/27 - 2:29pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Transformers and Self-Attention
NLP with Deep Learning – Contextual Word Embeddings 2022/09/27 - 2:27pm External Course NLP, Deep Learning, Neural Networks, Natural Language Processing, Contextual Word Embeddings
How Flawed Statistics Manipulated the Covid Narrative - Video 2022/09/23 - 10:43pm Video COVID19, Public Policy, Health Policy, Statistical Analysis, Vaccine
How Flawed Statistics Manipulated the Covid Narrative - Slides 2022/09/23 - 10:33pm Slides COVID19, Public Policy, Health Policy, Statistical Analysis, Vaccine
Iterative Qubits Management for Quantum Index Searching in a Hybrid System 2022/09/23 - 8:31pm Academic Paper Quantum Computing, Quantum Machines, Quantum Information Processing, Quantum Algorithms, Quantum Processor, Quantum Search, Quantum Resource Management, Iterative Qubits Management
Cytoarchitecture, intersubject variability, and 3D mapping of four new areas of the human anterior prefrontal cortex 2022/09/22 - 1:58pm Academic Paper Brain Activity Mapping, Brain Imaging Data, Brain-machine Interface Platform, Neuroscience, Brain Mapping, Human Brain Atlas, Julichbrain, Cerebral Cortex
We Need a Participatory Health Policy | Guests: Jay Bhattacharya and John Ioannidis 2022/09/21 - 1:22pm Video COVID19, Public Policy, Health Policy
Flexible Diffusion Modeling of Long Videos 2022/09/14 - 12:49pm Academic Paper Machine Learning, Artificial Intelligence, Video Modeling, Flexible Diffusion Modeling, Long Videos, Image and Video Processing, Computer Vision and Pattern Recognition
Rethinking Streaming Machine Learning Evaluation 2022/09/14 - 12:43pm Academic Paper Machine Learning, Artificial Intelligence, Streaming
Overfitting in Quantum Machine Learning and Entangling Dropout 2022/09/14 - 12:39pm Academic Paper Machine Learning, Overfitting, Quantum Machine Learning, Entangling Dropout, Training Data
Compensating Errors in Cloud Radiative and Physical Properties over the Southern Ocean in the CMIP6 Climate Models 2022/09/13 - 4:38pm Academic Paper Climate Models, Climate Science, Climate Scenarios, Cloud Radiative Effect, Cloud Physics
The Utility of Explainable AI in Ad Hoc Human-Machine Teaming 2022/09/09 - 4:48pm Academic Paper Machine Learning, Artificial Intelligence, Human-AI interaction, Human-Computer Interaction, Human-in-the-loop Machine Learning, Explainable AI
Decoding Speech from Non-invasive Brain Recordings 2022/09/09 - 4:43pm Academic Paper Machine Learning, Artificial Intelligence, Healthcare, Neuroscience, Audio and Speech Processing, Neurons and Cognition, Brain Recordings, Decoding Speech, Brain-machine Interface Platform
Text-Free Learning of a Natural Language Interface for Pretrained Face Generators 2022/09/09 - 4:38pm Academic Paper Machine Learning, Artificial Intelligence, Language Models, Natural Language Processing, NLP, Contrastive Language-Image Pre-training, Image and Video Processing, Computer Vision and Pattern Recognition
Deep Reinforcement Learning by David Silver 2022/09/05 - 11:59pm External Course Deep Reinforcement Learning, David Silver, Google, DeepMind
High-dimensional Causal Inference: Exploiting the Power of Heterogeneous Data 2022/09/05 - 12:01am External Course High-dimensional Causal Inference, Heterogeneous Data
Evaluating the Effect of Lockdowns On All-Cause Mortality During the COVID Era: Lockdowns Did Not Save Lives 2022/09/01 - 6:14pm Academic Paper COVID19, Public Policy, Health Policy, Lockdowns, Mitigation Strategies, mRNA Vaccines, Vaccination, All-Cause Mortality
Inflation as a Fiscal Limit 2022/09/01 - 11:19am Academic Paper Fiscal Limits, Monetary/fiscal Policy Mix, Inflation, Government Debt, Fiscal Stagflation
Look-alike humans identified by facial recognition algorithms show genetic similarities 2022/08/28 - 1:28pm Academic Paper Facial Recognition Algorithms, Facial Images, Algorithm, DNA Sequence Search, Common Genetic Sequences
Support Vector Machines 2022/08/27 - 8:40pm External Course Support Vector Machines, MIT, Intelligent Systems
COVID-19 Vaccines and Informed Consent 2022/08/25 - 3:27pm White Paper COVID19, Public Policy, Health Policy, Informed Consent, mRNA Vaccines, Vaccine Safety
Introduction to Bayesian Statistics 2022/08/06 - 11:16am External Course Bayesian Networks, Bayesian, Bayesian Analysis, Bayesian Probability
Introduction to Bayesian Networks 2022/08/06 - 11:13am External Course Bayesian Networks, Bayesian, Bayesian Analysis, Bayesian Probability
Smart Reply: Learning a Model of Conversation from Data 2022/08/05 - 3:32pm External Course Semantic Clustering, Text Assistance, Conversation Model, Deep Learning with Text, Deep Learning
Quantum Algorithm Implementations for Beginners 2022/08/03 - 1:16pm External Course Quantum Algorithms, Quantum Computing, Quantum Decision Theory, Quantum Programming
COVID-Period Mass Vaccination Campaign and Public Health Disaster in the USA From age/state-resolved all-cause mortality by time, age-resolved vaccine delivery by time, and socio-geo-economic data 2022/08/03 - 12:49pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccination
Machine-learning algorithm to non-invasively detect diabetes and pre-diabetes from electrocardiogram 2022/08/02 - 8:37pm Academic Paper Artificial Intelligence, Machine Learning, Healthcare, Diabetes, Health Technology, Cardiovascular System, Cardiac Autonomic Neuropathy, Cardiac Fibrosis
Skin exposure to UVB light induces a skin-brain-gonad axis and sexual behavior 2022/08/02 - 8:28pm Academic Paper Healthcare, Health Policy, Public Policy, Sexuality, Testosterone, Hormones, Sunlight

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