SE(3)-Transformers: 3D Roto-Translation Equivariant Attention Networks
On 21 Jul, 2021 By admin 0 Comments
DSA ADA Course - 2021
June, 2020
Abstract
External Course
Suffcient Causes: On Oxygen, Matches, and Fires
On 20 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Suffcient Causes: On Oxygen, Matches, and Fires
Probability, Causality, Causal Inference, Counterfactuals, Suffcient Causes, Explanation, Abduction
2019
Abstract
We demonstrate how counterfactuals can be used to compute the probability that one event was/is a sufcient cause of another, and how counterfactuals emerge organically from basic scientifc knowledge, rather than manipulative experiments. We contrast this demonstration with the potential outcome framework and address the distinction between causes and enablers.
Social consensus through the influence of committed minorities
On 20 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Social consensus through the influence of committed minorities
Psychology, Psychological Science, Social Consensus, Social and Information Networks, Statistical Mechanics
Information Theory, Inference and Learning Algorithms
On 20 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Probability and Risk in the Real World
On 20 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Probability and Risk in the Real World
Unsderstanding applied probability and accurate assessment of real-world risk is a critical part of high value data science.
COVID-19 antibody seroprevalence in Santa Clara County, California
On 19 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
COVID-19 antibody seroprevalence in Santa Clara County, California
Seroprevalence, COVID19, Public Policy, Health Policy, Infection Fatality Rates
It is critical to estimate as soon as possible the infection fatality rate of next pandemic pathogen from seroprevalence data.
Infection fatality rate of COVID-19 inferred from seroprevalence data
On 19 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Infection fatality rate of COVID-19 inferred from seroprevalence data
Seroprevalence, COVID19, Public Policy, Health Policy, Infection Fatality Rates
It is critical to estimate as soon as possible the infection fatality rate of next pandemic pathogen from seroprevalence data.
Reconciling estimates of global spread and infection fatality rates of COVID- 19: An overview of systematic evaluations
On 19 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Reconciling estimates of global spread and infection fatality rates of COVID- 19: An overview of systematic evaluations
Seroprevalence, COVID19, Public Policy, Health Policy, Infection Fatality Rates
It is critical to estimate as soon as possible the infection fatality rate of next pandemic pathogen from seroprevalence data.
Mastering the Game of Go with Deep Neural Networks and Tree Search
On 19 Jul, 2021 By admin 0 Comments
Compiling Relational Database Schemata into Probabilistic Graphical Models
On 18 Jul, 2021 By admin 0 Comments
DSA ADS Course - 2021
Compiling Relational Database Schemata into Probabilistic Graphical Models