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 |

Best Geopolitical Documentary Ever to Explain the Why? of Coronavirus |
2021/02/27 - 5:52pm |
Video |
COVID19, Public Policy, Health Policy |

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 |

How to represent part-whole hierarchies in a neural network |
2021/02/21 - 10:35pm |
Academic Paper |
Artificial Intelligence, Machine Learning, Neural Networks, Part-whole Hierarchies, GLOM |

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 |

The pandemic fallacy: Inaccuracy of social scientists’ and lay judgments about COVID-19’s societal consequences in America |
2021/02/16 - 10:17pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Forecasts, Judgment and Decision Making |

Data Leverage: A Framework for Empowering the Public in its Relationship with Technology Companies |
2021/02/11 - 9:04am |
Academic Paper |
Human-centered Computing, Data Contribution, Data Leverage, Data Strikes, Data Poisoning, Conscious Data Contribution |

Apocalypse 2020: Draconian Censorship, Non-Scientific Lockdowns, Media Deception, Rise of Technocracy |
2021/02/08 - 10:24pm |
Video |
COVID19, Public Policy, Health Policy, Policy Error, Civil Rights, Human Rights, Censorship, Lockdowns, Technocracy |

COVID19 and Political Economy of Mass Hysteria |
2021/02/08 - 9:55pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Mass Hysteria, Panic, Hysteria |

Closer than they appear: A Bayesian perspective on individual-level heterogeneity in risk assessment |
2021/02/07 - 11:57pm |
Academic Paper |
Bayesian Probability, Individual Level Heterogeneity, Risk Assessment, Actuarial Risk Assessment Instruments, RAIs |

What are the most important statistical ideas of the past 50 years? |
2021/02/07 - 11:53pm |
Academic Paper |
Statistics, Counterfactual Causal Inference, Bootstrapping, Simulation-based Inference |

Fluid Dynamics and Epidemiology: Seasonality and Transmission Dynamics |
2021/02/07 - 11:49pm |
Academic Paper |
COVID19, Fluid Dynamics, Seasonality, Transmission Dynamics, Public Policy, Health Policy |

A Crash Course in Good and Bad Controls |
2021/02/07 - 11:45pm |
Academic Paper |
Causal Interpretation, Good Controls, Bad Controls, Regression Equation, Graph Analysis, Data Visualization |

Counterfactuals and Their Applications |
2021/02/07 - 11:41pm |
White Paper |
Statistical Inference, Counterfactuals |

Probabilities of Causation: Bounds and Identification |
2021/02/07 - 11:38pm |
Academic Paper |
Probability, Applied Probability, Probability Theory, Causation |

Future Directions of Machine Learning |
2021/02/05 - 10:27pm |
Video |
Machine Learning |

Exploiting Equality Constraints in Causal Inference |
2021/02/02 - 9:31pm |
Academic Paper |
Causal Inference, Causality, Equality Constraints |

Prediction models for diagnosis and prognosis of covid-19: systematic review and critical appraisal |
2021/01/23 - 11:48pm |
Academic Paper |
Models, Prediction Models, COVID19, Public Policy, Health Policy |

COVID19: Rethinking the Lockdown Groupthink |
2021/01/15 - 1:04pm |
Academic Paper |
COVID19, Lockdowns, Groupthink, Public Policy, Health Policy, Cost-benefit Analysis |

A Survey on Causal Inference |
2021/01/14 - 8:01pm |
External Course |
Causal Inference, Causal Inference Methods |

Quantum Algorithm for Nonlinear Differential Equations |
2021/01/07 - 9:45pm |
Academic Paper |
Quantum Computing, Algorithm, Quantum Algorithm, Chaotic Dynamics, Nonlinear Differential Equations, Quantum Physics |

Efficient Quantum Algorithm for Dissipative Nonlinear Differential Equations |
2021/01/07 - 9:44pm |
Academic Paper |
Quantum Computing, Algorithm, Quantum Algorithm, Nonlinear Equations, Quantum Physics, Numerical Analysis, Plasma Physics, Nonlinear Differential Equations, Chaotic Dynamics |

Assessing Mandatory Stay‐at‐Home and Business Closure Effects on the Spread of COVID‐19 |
2021/01/07 - 9:30pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns, Masks, Non-pharmaceutical Interventions |

Crucial Viral Update Jan 4th - Europe and USA |
2021/01/07 - 9:26pm |
Video |
COVID19, Public Policy, Health Policy |

Measures do not prevent deaths, transmission is not by contact, masks provide no benefit, vaccines are inherently dangerous: Review update of recent science relevant to COVID-19 policy |
2020/12/29 - 11:13pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Lockdowns |

Effects of non-pharmaceutical interventions on COVID-19: A Tale of Three Models |
2020/12/27 - 11:54pm |
Academic Paper |
Non-pharmaceutical Interventions, COVID19, Lockdowns, Public Policy, Health Policy |

Large-scale Clinical Interpretation of Genetic Variants Using Evolutionary Data and Deep Learning |
2020/12/23 - 4:36pm |
Academic Paper |
Genetics, Genetic Algorithms, Evolutionary Data, Deep Learning |

THE LONG-TERM IMPACT OF THE COVID-19 UNEMPLOYMENT SHOCK ON LIFE EXPECTANCY AND MORTALITY RATES |
2020/12/17 - 11:33pm |
Academic Paper |
COVID19, Public Policy, Health Policy, Unemployment, Life Expectancy, Mortality Rates |