Monitoring Time Series With Missing Values: a Deep Probabilistic Approach |
2022/03/10 - 5:36pm |
Academic Paper |
Machine Learning, Multivariate Time Series Forecasting, Missing Values, Forecasting with Uncertainty Propagation |

Geometric Optimisation on Manifolds with Applications to Deep Learning |
2022/03/10 - 5:33pm |
Academic Paper |
Machine Learning, Geometric Optimisation, Deep Learning, Neural Network Architectures |

DISCO: Comprehensive and Explainable Disinformation Detection |
2022/03/10 - 5:29pm |
Academic Paper |
Machine Learning, Disinformation Detection, Explanation, Information Modeling |

2 Years On - In conversation, Professor Jay Bhattacharya and Professor John Ioannidis |
2022/03/09 - 5:42pm |
Video |
COVID19, Public Policy, Health Policy |

Intracellular Reverse Transcription of Pfizer BioNTech COVID-19 mRNA Vaccine BNT162b2 In Vitro in Human Liver Cell Line |
2022/02/25 - 10:11pm |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines |

MSH3 Homology and Potential Recombination Link to SARS-CoV-2 Furin Cleavage Site |
2022/02/21 - 10:00pm |
Academic Paper |
COVID19, Public Policy, Health Policy, SARS-CoV-2 Spike, Furin Cleavage Site, MSH3 Gene, Sequence Homology, Recombinability |

Bayesian Uncertainty Estimation for Gaussian Graphical Models and Centrality Indices |
2022/02/19 - 1:18am |
Academic Paper |
Graphical Models, LASSO, GLASSO, Bayesian Uncertainty Estimation, Gaussian Graphical Models, Centrality Indices |

Surrogate Gradients for Analog Neuromorphic Computing |
2022/02/18 - 11:11pm |
Academic Paper |
Artificial Intelligence, Machine Learning, On-chip Learning Algorithms, Neuromorphic Technologies, Neuromorphic Hardware, Resource Allocation Strategy, Analog Neuromorphic Computing, Neuromorphic Computing |

Energy and Policy Considerations for Deep Learning in NLP |
2022/02/18 - 11:06pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Energy, Resource Allocation Strategy |

The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression |
2022/02/18 - 5:46pm |
Academic Paper |
Prediction Models, Class Imbalance Corrections, Logistic Regression, Monte Carlo Simulations, Synthetic Minority Oversampling Technique, SMOTE |

Fraud Detection in Real-Time with Graphs |
2022/02/17 - 10:39am |
External Course |
Fraud Detection, Real-Time, Graphs |

Predicting on the Edge: Identifying Where a Larger Model Does Better |
2022/02/16 - 8:24pm |
Academic Paper |
Artificial Intelligence, Machine Learning |

Conformal Prediction Sets with Limited False Positives |
2022/02/16 - 8:19pm |
Academic Paper |
Artificial Intelligence, Machine Learning |

Deep Convolutional Autoencoder for Assessment of Anomalies in Multi-stream Sensor Data |
2022/02/16 - 8:07pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Multi-stream Sensor Data, Neural and Evolutionary Computing |

Forecasting Global Weather with Graph Neural Networks |
2022/02/16 - 8:01pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Forecasting, Weather, Graph Neural Networks, Atmospheric and Oceanic Physics |

Tomayto, Tomahto. Beyond Token-level Answer Equivalence for Question Answering Evaluation |
2022/02/16 - 7:43pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Question Answering Systems, Computation and Language |

The self-fulfilling prophecy of post-hoc power calculations |
2022/02/07 - 6:31pm |
Academic Paper |
Power Calculations, Applied Probability, Post-hoc Power Calculations |

Pre-Trained Language Models for Interactive Decision-Making |
2022/02/03 - 11:20pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Pre-trained Language Models, Interactive Decision-Making, Computation and Language, Language Model, Language Model Pre-training |

On Monte Carlo Tree Search for Weighted Vertex Coloring |
2022/02/03 - 11:15pm |
Academic Paper |
Artificial Intelligence, Machine Learnng, Monte Carlo Tree Search, Local Search, Graph Coloring, Weighted Vertex Coloring |

Review of automated time series forecasting pipelines |
2022/02/03 - 11:11pm |
Academic Paper |
Artificial Intelligence, Automated Machine Learning, Time Series Forecasting, AutoML, Feature Engineering, Hyperparameter Optimization, Forecasting Method Selection, Ensemble, Machine Learning |

MV-Datalog+-: Effective Rule-based Reasoning with Uncertain Observations |
2022/02/03 - 11:07pm |
Academic Paper |
Artificial Intelligence, Machine Learning, MV-Datalog, Rule-based Reasoning, Datalog, Fuzzy Logic, Uncertainty |

The Unintended Consequences of COVID-19 Vaccine Policy: Why Mandates, Passports, and Segregated Lockdowns May Cause more Harm than Good |
2022/02/03 - 6:42pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Vaccines |

A LITERATURE REVIEW AND META-ANALYSIS OF THE EFFECTS OF LOCKDOWNS ON COVID-19 MORTALITY |
2022/02/03 - 2:52pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Non-pharmaceutical Interventions |

Pfizer Adverse Events Report |
2022/02/02 - 12:29pm |
External Course |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Clinical Trial Design, Evidence Hierarchy |

The Pfizer Inoculations Do More Harm Than Good |
2022/02/02 - 12:21am |
External Course |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Clinical Trial Design, Evidence Hierarchy |

The Cost-Benefit Fallacy: Why Cost-Benefit Analysis Is Broken and How to Fix It |
2022/02/01 - 4:57pm |
External Course |
Cost Benefit Analysis, Cost Benefit Fallacy, Forecasting, Resource Allocation, Behavioral Sciences |

A/B Testing for Marketing Optimization |
2022/02/01 - 2:49pm |
External Course |
A/B Testing, Marketing Optimization, Marketing |

A/B Testing Guide |
2022/02/01 - 2:47pm |
External Course |
A/B Testing |

Secure the Data, Not the Device: How Decentralized File Storage Creates Resilience Against the Risk of Ransomware Attacks |
2022/02/01 - 12:22pm |
External Course |
Data Security, Data Engineering, Cyber Security |

Bayesian Optimization: From A/B to A-Z Testing |
2022/02/01 - 10:57am |
External Course |
A/B Testing, Bayesian Optimization |

Life Expectancy: A Counterfactual Example |
2022/01/31 - 12:47pm |
Video |
Counterfactual Causal Inference, COVID19, Public Policy, Health Policy |

SARS2 Pandemic: Will Truth Prevail? |
2022/01/30 - 11:53am |
Video |
COVID19, Public Policy, Health Policy |

Foundations of Data Science - Textbook |
2022/01/28 - 11:32pm |
External Course |
Data Science, Textbook |

Understanding Machine Learning - From Theory to Algorithms - Textbook |
2022/01/28 - 10:54pm |
External Course |
Machine Learning, Shai Shalev-Shwartz, Shai Ben-David |

Survey of Monte Carlo Tree Search Methods |
2022/01/28 - 8:27pm |
External Course |
Monte Carlo Tree Search, Markov Chain Monte Carlo, Guided Monte Carlo Tree Search, Monte Carlo Simulations, Bandit-based Methods, Artificial Intelligence |

Introduction to Probabilities, Graphs, and Causal Models |
2022/01/28 - 7:46pm |
External Course |
Applied Probability, Causal Data Science, Causal Graphical Models |

Introduction to Graphical Models and Bayesian Networks |
2022/01/28 - 4:13pm |
External Course |
Graphical Models, Bayesian Networks, Applied Probability, Probabilistic Causation, Causal Inference |

Introduction to Probability |
2022/01/28 - 8:18am |
External Course |
Probability Theory, Applied Probability, Probabilistic Causation, Causal Inference |

Planet Lockdown: A Documentary |
2022/01/27 - 9:45pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns, Non-pharmaceutical Interventions, mRNA Vaccines, Vaccines |

Human Augmentation – The Dawn of a New Paradigm |
2022/01/26 - 3:03pm |
External Course |
Artificial Intelligence, Human Brain, Biodigital Convergence, Human Augmentation |

Exploring Biodigital Convergence |
2022/01/26 - 2:59pm |
External Course |
Artificial Intelligence, Human Brain, Biodigital Convergence, Human Augmentation |

The Security of Deep Learning Defences for Medical Imaging |
2022/01/24 - 1:52pm |
Academic Paper |
Medical Imaging, Healthcare, Machine Learning, Cryptography and Security, Image and Video Processing |

Random Noise vs State-of-the-Art Probabilistic Forecasting Methods: A Case Study on CRPS-Sum Discrimination Ability |
2022/01/24 - 1:49pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Probabilistic Forecasting, CRPS-Sum Discrimination Ability |

Personality Type Based on Myers-Briggs Type Indicator with Text Posting Style by using Traditional and Deep Learning |
2022/01/24 - 1:15pm |
Academic Paper |
Machine Learning, Naive Bayes, Support Vector Machines, Recurrent Neural Networks, Myers-Briggs Type Indicator, Personality Prediction, CRoss Industry Standard Process for Data Mining, CRISP-DM, Agile Methodology |

AiTLAS: Artificial Intelligence Toolbox for Earth Observation |
2022/01/24 - 1:11pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Earth Observation, AiTLAS, Computer Vision and Pattern Recognition |

Deconfounding to Explanation Evaluation in Graph Neural Networks |
2022/01/24 - 1:06pm |
Academic Paper |
Machine Learning, Graph Neural Networks, Causal Graph Discovery, Deconfounded Subgraph Evaluation |

Active Predictive Coding Networks: A Neural Solution to the Problem of Learning Reference Frames and Part-Whole Hierarchies |
2022/01/24 - 1:02pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Computer Vision and Pattern Recognition, Active Predictive Coding Networks, Learning Reference Frames, Part-whole Hierarchies |

Marginal Effects for Non-Linear Prediction Functions |
2022/01/24 - 12:59pm |
Academic Paper |
Machine Learning, Non-Linear Prediction Functions |

Testimony of Dr. Mike Yeadon: January 7, 2022 |
2022/01/08 - 12:34pm |
Video |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Dr. Mike Yeadon |

How to Relax in Stressful Situations: A Smart Stress Reduction System |
2022/01/05 - 3:49pm |
Academic Paper |
Healthcare, Public Policy, Health Policy, Stress Reduction System, Emotion Regulation, Heart Rate Variability, Electrodermal Activity |