POETREE: Interpretable Policy Learning with Adaptive Decision Trees |
2022/03/16 - 5:40pm |
Academic Paper |
Machine Learning, Interpretable Policy Learning, Adaptive Decision Trees, Decision Trees |
One Network Doesn't Rule Them All: Moving Beyond Handcrafted Architectures in Self-Supervised Learning |
2022/03/16 - 5:37pm |
Academic Paper |
Machine Learning, Artificial Intelligence, Self-Supervised Learning, Neural Architecture Search, Computer Vision and Pattern Recognition |
Privacy-Aware Compression for Federated Data Analysis |
2022/03/16 - 5:34pm |
Academic Paper |
Machine Learning, Privacy, Compression, Federated Data Analysis, Cryptography and Security |
Threat Detection for General Social Engineering Attack Using Machine Learning Techniques |
2022/03/16 - 5:31pm |
Academic Paper |
Machine Learning, Threat Detection, General Social Engineering Attack, Social Engineering Dataset, Attack Features, Cryptography and Security |
How Many People Died from the Covid-19 Inoculations? An Estimate Based on a Survey of the United States Population |
2022/03/16 - 5:12pm |
Academic Paper |
COVID19, Public Policy, Health Policy, mRNA Vaccines, Vaccines, Inoculation, Fatalities, Injuries |
Group Life COVID-19 Mortality Survey Report |
2022/03/16 - 4:14pm |
White Paper |
COVID19, Public Policy, Health Policy, Mortality Survey Report, Mortality Rate |
Active Elastocapillarity in Soft Solids with Negative Surface Tension |
2022/03/15 - 12:06am |
Academic Paper |
Robotics, Robot Motion, Robotic Metamaterials, Shape-shifting Nanoparticles, Nanotechnology, Nanoscale Physics, Active Elastocapillarity |
Do Vision Transformers See Like Convolutional Neural Networks? |
2022/03/14 - 11:58pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up |
2022/03/14 - 11:54pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
VATT: Transformers for Multimodal Self-Supervised Learning from Raw Video, Audio and Text |
2022/03/14 - 11:39pm |
Academic Paper |
Machine Learning, Computer Vision and Pattern Recognition, Artificial Intelligence, Image and Video Processing |
Attention Is All You Need |
2022/03/14 - 11:35pm |
Academic Paper |
Machine Learning, Computation and Language |
Statistical and Causal Approaches to Machine Learning |
2022/03/13 - 10:47pm |
External Course |
Machine Learning |
Data Representativity for Machine Learning and AI Systems |
2022/03/10 - 5:39pm |
Academic Paper |
Machine Learning, AI Systems, Data Representativity, Sampling Strategies, Distribution Shif |
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 |
The Unreasonable Effectiveness of Data |
2022/02/22 - 2:18pm |
External Course |
Data Analysis |
Ten Simple Rules for Initial Data Analysis |
2022/02/22 - 1:35am |
External Course |
Data Analysis |
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 |