Resources

Optimal Decision Making Processes Include Multi-team Analyses - DSA ADS Course - 2022 2022/05/20 - 2:41am External Course Multi-team Analyses, Ad-Hoc Analysis, Big Data Analysis, Causal Data Science, Bayesian Decision Analysis, Decision Processes
A Generalist Agent 2022/05/18 - 6:15pm Academic Paper Artificial Intelligence, Artificial General Intelligence, Machine Learning, Computation and Language, Robotics
Neural Program Synthesis with Query 2022/05/18 - 6:44am Academic Paper Artificial Intelligence, Machine Learning, Neural Program Synthesis
Can We Do Better Than Random Start? The Power of Data Outsourcing 2022/05/17 - 2:48pm Academic Paper Machine Learning, Artificial Intelligence, Data Outsourcing, Non-convex Optimization, Initialization
CAS-Net: Conditional Atlas Generation and Brain Segmentation for Fetal MRI 2022/05/17 - 1:59pm Academic Paper Artificial Intelligence, Machine Learning, Brain Imaging, Computer Vision and Pattern Recognition, Image and Video Processing, Healthcare, MRI
How to Spend Your Robot Time: Bridging Kickstarting and Offline Reinforcement Learning for Vision-based Robotic Manipulation 2022/05/17 - 8:23am Academic Paper Robotics, Artificial Intelligence, Machine Learning, Reinforcement Learning
Mind the Gap: Assessing Temporal Generalization in Neural Language Models 2022/05/16 - 6:30pm Academic Paper Artificial Intelligence, Machine Learning, Computation and Language, Neural Language Models
Imitation by Predicting Observations 2022/05/16 - 12:26pm Academic Paper Artificial Intelligence, Machine Learning, Imitation Learning
Benchmarks for Deep Off-Policy Evaluation 2022/05/15 - 12:37pm Academic Paper Machine Learning, Artificial Intelligence, Off-Policy Evaluation
Launchpad: A Programming Model for Distributed Machine Learning Research 2022/05/15 - 5:34am Academic Paper Artificial Intelligence, Machine Learning, Cluster Computing
Competition-Level Code Generation with AlphaCode 2022/05/14 - 7:01pm Academic Paper Artificial Intelligence, Machine Learning, Code Generation, AlphaCode, Programming Languages
Visual Feature Encoding for GNNs on Road Networks 2022/05/14 - 12:57pm Academic Paper Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Graph Neural Networks, Visual Feature Encoding
Imitate and Repurpose: Learning Reusable Robot Movement Skills From Human and Animal Behaviors 2022/05/13 - 10:13pm Academic Paper Artificial Intelligence, Machine Learning, Robotics, Motion Capture Data
Flamingo: a Visual Language Model for Few-Shot Learning 2022/05/13 - 11:08am Academic Paper Artificial Intelligence, Machine Learning, Visual Language Model, Few-Shot Learning, Computer Vision and Pattern Recognition
Data Science - Part XIII - Hidden Markov Models 2022/05/12 - 11:16pm External Course Data Science, Hidden Markov Models
Data Science - Part XI - Text Analytics 2022/05/12 - 11:14pm External Course Data Science, Text Analytics
Data Science - Part V - Decision Trees & Random Forests 2022/05/12 - 11:06pm External Course Data Science, Decision Trees, Random Forests
Data Science - Part VIII - Artifical Neural Network 2022/05/11 - 11:10pm External Course Data Science, Artifical Neural Network
Data Science - Part VII - Cluster Analysis 2022/05/11 - 11:09pm External Course Data Science, Cluster Analysis
Data Science - Part I - Building Predictive Analytics Capabilities 2022/05/11 - 10:55pm External Course Data Science, Predictive Analytics
Data Science - Part XVIII - Big Data Fundamentals for Data Scientists 2022/05/10 - 11:23pm External Course Data Science, Big Data Fundamentals
Data Science - Part XII - Ridge Regression, LASSO, and Elastic Nets 2022/05/10 - 11:15pm External Course Data Science, Ridge Regression, LASSO, Elastic Nets
Data Science - Part IV - Regression Analysis and ANOVA Concepts 2022/05/10 - 11:02pm External Course Data Science, Regression Analysis, ANOVA Concepts
Data Science - Part XVI - Fourier Analysis 2022/05/09 - 11:20pm External Course Data Science, Fourier Analysis
Data Science - Part XV - MARS, Logistic Regression, & Survival Analysis 2022/05/09 - 11:19pm External Course Data Science, MARS, Logistic Regression, Survival Analysis
How Can We Trust Machine Learning? 2022/05/09 - 4:10pm External Course Machine Learning, Trust
Using Bayesian Optimization to Tune Machine Learning Models 2022/05/09 - 4:07pm External Course Bayesian Optimization, Machine Learning Models, Bayesian, Machine Learning
Citation impact and social media visibility of Great Barrington and John Snow signatories for COVID-19 strategy 2022/05/09 - 9:41am Academic Paper COVID19, Health Policy, Public Policy, Great Barrington Declaration, John Snow Memorandum
Innate Immune Suppression by SARS-CoV-2 mRNA Vaccinations: The role of G-quadruplexes, exosomes and microRNAs 2022/05/07 - 9:31pm Academic Paper COVID19, Public Policy, Health Policy, Immune System, G-quadruplexes, Exosomes, MicroRNAs, mRNA Vaccines, Vaccines
Worse Than the Disease? Reviewing Some Possible Unintended Consequences of the mRNA Vaccines Against COVID-19 2022/05/06 - 10:13pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Antibody Dependent Enhancement, Autoimmune Diseases, Gene Editing, Lipid Nanoparticles, Messenger RNA, Prion Diseases
Immune imprinting, breadth of variant recognition and germinal center response in human SARS-CoV-2 infection and vaccination 2022/05/06 - 9:44pm Academic Paper COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines
Dormio: A Targeted Dream Incubation Device 2022/05/06 - 8:53pm Academic Paper Brain Activity Mapping, Dreams, Sleep, Memory, Wearables, Creativity, Targeted Dream Incubation
The geometry of domain-general performance monitoring in the human medial frontal cortex 2022/05/06 - 8:17pm Academic Paper Brain Activity Mapping, Brain, Human Medial Frontal Cortex, Performance Monitoring, Goal-directed Behavior
Exploratory analyses in aetiologic research and considerations for assessment of credibility: mini-review of literature 2022/05/06 - 7:45pm Academic Paper Aetiologic Research, Credibility Assessment, Exploratory Analyses
Proper Use and Misuse of Modeling - DSA ADS Course 2022 2022/05/06 - 12:33am External Course Predictive Modeling, Probabilistic Modeling, Modeling, Decision Modeling, Black Box Models
Appropriate Use of RT-PCR Test - DSA ADS Course - 2022 2022/05/05 - 8:58pm External Course RT-PCR Test, Laboratory Quality Assurance, Cycle Threshold Values, Kary Mullis
False Data and False Positive Paradox - DSA ADS Course - 2022 2022/05/05 - 7:55pm External Course False Positives, False Data, False Positive Paradox, COVID19, Diagnostic Testing, Public Policy, Health Policy
The Illusion of Evidence Based Medicine 2022/05/04 - 9:33pm External Course Evidence Hierarchy, Evidence-based Medicine, Healthcare
Performance of the SARS-CoV-2 RT-PCR test as a tool for detecting SARS-CoV-2 infection in the population 2022/05/04 - 8:09pm External Course COVID19, Public Policy, Health Policy, SARS-CoV-2, RT-PCR Test, Infectious Potential, Laboratory Quality Assurance, Kary Mullis, Cycle Threshold Values
A New Kind of Science - Computational Experiments 2022/05/03 - 1:58pm External Course Computational Experiments
Activity Versus Outcome Maximization in Time Management 2022/05/01 - 9:29pm Academic Paper Productivity, Time Management, Outcome Maximization, Planning, Scheduling, Time Famine, Well-Being
Reinforcement Learning - Introduction 2022/04/29 - 10:29am External Course Reinforcement Learning
Monte Carlo Statistical Methods 2022/04/27 - 12:21pm External Course Monte Carlo Statistical Methods, Statistical Analysis, Monte Carlo Simulations, Statistical Models, Likelihood Models, Bayesian Models, Deterministic Numerical Models, Simulation Methods, Numerical Methods
John Ioannidis - Excess Death, When Does the Pandemic End? 2022/04/26 - 9:33pm Video COVID19, Public Policy, Health Policy
Data versus Science: Contesting the Soul of Data-Science 2022/04/26 - 10:54am External Course Data Science, Causal Inference, Causality, Philosophy of Data Science, Philosophy of Science
Theory of Baum-Welch Algorithm and Hidden Markov Models 2022/04/26 - 7:38am External Course Baum-Welch Algorithm, Hidden Markov Models, Algorithms, Markov
Data Science is NOT Statistics 2022/04/26 - 2:32am External Course Data Science, Statistics
The Seven Tools of Causal Inference, with Reflections on Machine Learning 2022/04/26 - 1:49am External Course Causality, Causal Reasoning, Causal Inference, Machine Learning, Algorithms
Methodological conduct of prognostic prediction models developed using machine learning in oncology: a systematic review 2022/04/24 - 11:04pm Academic Paper Machine Learning, Clinical Prediction Models, Methodology, Oncology
Completeness of reporting of clinical prediction models developed using supervised machine learning: a systematic review 2022/04/24 - 10:55pm Academic Paper Machine Learning, Clinical Prediction Models, Prediction Model, Diagnosis, Prognosis, Development, Validation, Reporting Adherence, Reporting Guideline, TRIPOD

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