Tutorial Causal Fairness Analysis - Video |
2021/04/14 - 9:59am |
Video |
Causal Fairness Analysis, Causal Inference, Causality, Machine Learning |

Causal Inference and Data Fusion in Econometrics |
2021/04/14 - 9:54am |
Academic Paper |
Causal Inference, Data Fusion, Econometrics, Applied Econometrics, Economic Sciences, Causality |

Estimating Identifiable Causal Effects through Double Machine Learning |
2021/04/14 - 9:40am |
Academic Paper |
Machine Learning, Double Machine Learning, DML, Causal Inference, Causality, Debiased Estimators |

The Harms of Lockdowns, The Dangers of Censorship, And A Path Forward |
2021/04/11 - 10:04pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns |

COVID19 - Excess Mortality Data - Professor Michael Levitt Explains |
2021/04/09 - 7:51pm |
Video |
COVID19, Public Policy, Health Policy, Excess Mortality |

COVID-19 Library. Filling the Gaps |
2021/04/08 - 10:12pm |
Academic Paper |
COVID19, Public Policy, Health Policy |

Simpson’s Paradox: A Singularity of Statistical and Inductive Inference |
2021/03/31 - 10:54pm |
Academic Paper |
Causal Inference, Causality, Simpson’s Paradox, Statistical Inference, Inductive Inference, Machine Learning, Contingency Tables, Odds Ratio, Causal Graphs |

Right evaluation of marketing stimuli with neuroscience. An electroencephalography experiment |
2021/03/18 - 7:48pm |
Academic Paper |
Neuroscience, Cognitive Neuroscience, Marketing, Electroencephalography |

Tell Me Who Your Friends Are: Using Content Sharing Behavior for News Source Veracity Detection |
2021/03/18 - 7:43pm |
Academic Paper |
AI, Machine Learning, News Veracity, Fake News |

Tailoring heuristics and timing AI interventions for supporting news veracity assessments |
2021/03/18 - 7:41pm |
Academic Paper |
AI, Machine Learning, News Veracity, Fake News |

Secret of Synchronization |
2021/03/14 - 10:57am |
Video |
Synchronization, Data Science |

Reinforcement Learning - Introduction |
2021/03/13 - 9:29am |
Video |
Reinforcement Learning |

Deep Learning Limitations and New Frontiers |
2021/03/13 - 9:23am |
Video |
Deep Learning |

Convolutional Neural Networks - Introduction |
2021/03/13 - 9:21am |
Video |
Convolutional Neural Networks |

Machine Learning Introduction |
2021/03/13 - 9:18am |
Video |
Machine Learning |

Deep Learning: A Crash Course |
2021/03/13 - 9:13am |
Video |
Deep Learning, Neural Networks, Artificial Intelligence |

What is Causal Inference? |
2021/03/11 - 9:01am |
Video |
Causality, Causal Inference, Artificial Intelligence |

Introduction to Coding Quantum Algorithms: A Tutorial Series Using Pyquil |
2021/03/08 - 7:18pm |
External Course |
Quantum Algorithms, Pyquil, Quantum Computer |

Introduction to Coding Quantum Algorithms: A Tutorial Series Using Qiskit |
2021/03/08 - 7:12pm |
External Course |
Quantum Algorithms, Qiskit, Quantum Computer |

An Atomic Boltzmann Machine Capable of On-chip Learning |
2021/03/08 - 7:07pm |
Academic Paper |
Boltzmann Machine, Neural Networks, Self-adaption, Machine Learning Algorithms |

Stay-at-home policy is a case of exception fallacy: an internet-based ecological study |
2021/03/08 - 10:12am |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns |

Theoretical Impediments to Machine Learning With Seven Sparks from the Causal Revolution |
2021/03/07 - 10:38am |
External Course |
Machine Learning, Causality, Causal Inference |

The Mechanical Basis of Memory – the MeshCODE Theory |
2021/03/03 - 9:22am |
Academic Paper |
Human Brain, Memory, MeshCODE Theory, Mind, Organic Supercomputer |

Probabilistic Causation |
2021/03/02 - 9:48pm |
External Course |
Probabilistic Causation, Causal Inference, Applied Probability, Probabilistic Logic, Machine Learning |

Academic Freedom in Crisis: Punishment, Political Discrimination, and Self-Censorship |
2021/03/02 - 4:50pm |
Academic Paper |
Academic Freedom, Political Discrimination, Self-Censorship, Censorship, Corruption, Crisis in Science |

New Task Allocation Methods for Robotic Swarms |
2021/03/01 - 10:15pm |
Academic Paper |
Swarm Strategy, Task Allocation, Optimal Mass Transport Theory, Light-based Task Allocation, Gossip-based Task Allocation |

Towards Causal Representation Learning |
2021/03/01 - 8:57am |
Academic Paper |
Machine Learning, Causal Representation Learning, Causality, Causal Inference, Deep Neural Networks |

Nonlinear Invariant Risk Minimization: A Causal Approach |
2021/03/01 - 8:52am |
Academic Paper |
Machine Learning, Nonlinear Invariant Risk Minimization, Causality, Invariant Causal Representation Learning, ICRL |

Bayesian Quadrature on Riemannian Data Manifolds |
2021/03/01 - 8:47am |
Academic Paper |
Machine Learning, Bayesian Quadrature, Riemannian Data Manifolds |

A Critical View of the Structural Causal Model |
2021/03/01 - 8:42am |
Academic Paper |
Causal Inference, Causality, Structural Causal Model, SCM |

Language Models are Few-Shot Learners - GPT-3 Autoregressive Language Model |
2021/02/26 - 8:14am |
Academic Paper |
Language Models, Natural Language Processing, Machine Learning, NLP, GPT-3, Autoregressive Language Model |

The Effect of NFL and NCAA Football Games on the Spread of COVID-19 in the United States: An Empirical Analysis |
2021/02/26 - 7:32am |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, NFL, Football |

Traffic signal optimization on a square lattice with quantum annealing |
2021/02/23 - 5:04pm |
Academic Paper |
Quantum Computing, Quantum Algorithm, Quantum Annealing, Traffic Management System, Intelligent Transportation Systems |

CAUSAL INFERENCE IN STATISTICS - A PRIMER |
2021/02/19 - 8:50pm |
External Course |
Causal Inference, Causal Interpretation, Causal Inference Methods, Causality, Bayesian Statistics, Statistical Analysis |

Causal Inference: What If |
2021/02/19 - 8:43pm |
External Course |
Causal Inference, Causal Interpretation, Causal Inference Methods, Causality |

Florida Wins the Lockdown Science War - Hands Down |
2021/02/18 - 12:01pm |
Video |
COVID19, Public Policy, Health Policy, Lockdowns, Masks |

Adversarial Vulnerabilities of Human Decision-making |
2021/02/17 - 4:47pm |
Academic Paper |
Machine Learning, Recurrent Neural Networks, Reinforcement Learning, Decision-making, Algorithm Decision Making, Cognitive Science, Human Decision Making |

IntSGD: Floatless Compression of Stochastic Gradients |
2021/02/17 - 4:13pm |
Academic Paper |
Machine Learning, Stochastic Gradient Descent, IntSGD, Floatless Compression, Stochastic Gradients |

CTAB-GAN: Effective Table Data Synthesizing |
2021/02/17 - 4:09pm |
Academic Paper |
Machine Learning, CTAB-GAN, Table Data Synthesizing, Generative Adversarial Networks |

A Hybrid Approach for Reinforcement Learning Using Virtual Policy Gradient for Balancing an Inverted Pendulum |
2021/02/17 - 4:06pm |
Academic Paper |
Machine Learning, Reinforcement Learning, Policy Gradient Algorithm, Robotics |

Boosting Low-Resource Biomedical QA via Entity-Aware Masking Strategies |
2021/02/17 - 4:03pm |
Academic Paper |
Machine Learning, Biomedical QA, Entity-Aware Masking Strategies, Information Retrieval |

A Multi-disciplinary Ensemble Algorithm for Clustering Heterogeneous Datasets |
2021/02/17 - 3:57pm |
Academic Paper |
Machine Learning, Clustering, Multi-disciplinary Ensemble Algorithm, Heterogeneous Datasets |

Two-step Machine Learning Approach for Channel Estimation with Mixed Resolution RF Chains |
2021/02/17 - 3:53pm |
Academic Paper |
Signal Processing, Machine Learning, Massive MIMO, Multi-antenna, Greedy, Iterative, Quantized Precoding Algorithm, MAGIQ |

Revisiting Design Choices in Proximal Policy Optimization |
2021/02/17 - 3:47pm |
Academic Paper |
Machine Learning, Design Choices, Proximal Policy Optimization |

Interpolating Classifiers Make Few Mistakes |
2021/02/17 - 3:39pm |
Academic Paper |
Classifiers, Interpolating Classifiers, Machine Learning, Statistics, Minimum-norm Interpolating Classifiers, Reproducing Kernel Hilbert Space |

Towards Robust Data-Driven Control Synthesis for Nonlinear Systems with Actuation Uncertainty |
2021/02/17 - 3:34pm |
Academic Paper |
Data-Driven Control Synthesis, Nonlinear Systems, Actuation Uncertainty, Robotics, Nonlinear Control Theory, Control Certificate Functions |

Do Offline Metrics Predict Online Performance in Recommender Systems? |
2021/02/17 - 3:30pm |
Academic Paper |
Recommender Systems, Machine Learning |

PATTERNS, PREDICTIONS, AND ACTIONS A story about machine learning |
2021/02/17 - 3:25pm |
External Course |
Machine Learning, Deep Learning, Causal Inference, Causality, Probability |

The Necessity of Construct and External Validity for Generalized Causal Claims |
2021/02/17 - 3:19pm |
Academic Paper |
External Validity, Generalized Causal Claims, Causality, Causal Inference, Statistics, Probability |

Report of the 2nd Workshop on Obfuscation |
2021/02/17 - 3:06pm |
White Paper |
Data Obfuscation, Data Privacy, Discrimination, Hiding Data Flows, Information Privacy Law |