LINES: Log-Probability Estimation via Invertible Neural Networks for Enhanced Sampling.
Sign Up to like & getrecommendations! Published in 2022 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.2c00254
Abstract: It is very challenging to sample a molecular process with large activation energies using molecular dynamics simulations. Current enhanced sampling methodologies, such as umbrella sampling and metadynamics, rely on the identification of appropriate reaction coordinates… read more here.
Keywords: enhanced sampling; probability estimation; reaction; log probability ... See more keywords
Probability estimation in accounting: subjective numeracy matters
Sign Up to like & getrecommendations! Published in 2023 at "Journal of Applied Accounting Research"
DOI: 10.1108/jaar-08-2022-0198
Abstract: PurposeThis study examined subjective numeracy and its relationship with accounting judgements on probability issues.Design/methodology/approachA subjective numeracy scale (SNS) questionnaire was distributed to 231 accounting students to measure self-evaluated numeracy. Modified Bayesian reasoning tasks were applied… read more here.
Keywords: self evaluated; probability estimation; numeracy; evaluated numeracy ... See more keywords
Fast Searching Strategy for Critical Cascading Paths Toward Blackouts
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2846022
Abstract: The analysis of severe cascading blackouts is an essential issue in power grid planning and operation. As there are a tremendous number of possible cascade paths in a large power system, it is very challenging… read more here.
Keywords: system; cascading paths; critical cascading; probability estimation ... See more keywords
Revisiting the Optimal Probability Estimator from Small Samples for Data Mining
Sign Up to like & getrecommendations! Published in 2019 at "International Journal of Applied Mathematics and Computer Science"
DOI: 10.2478/amcs-2019-0058
Abstract: Abstract Estimation of probabilities from empirical data samples has drawn close attention in the scientific community and has been identified as a crucial phase in many machine learning and knowledge discovery research projects and applications.… read more here.
Keywords: estimation; small samples; probability; probability estimation ... See more keywords
How Does Explanatory Virtue Determine Probability Estimation?—Empirical Discussion on Effect of Instruction
Sign Up to like & getrecommendations! Published in 2020 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2020.575746
Abstract: It is important to reveal how humans evaluate an explanation of the recent development of explainable artificial intelligence. So, what makes people feel that one explanation is more likely than another? In the present study,… read more here.
Keywords: estimation; instruction explanatory; probability; probability estimation ... See more keywords
Toward a more nuanced understanding of probability estimation biases
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Psychology"
DOI: 10.3389/fpsyg.2023.1132168
Abstract: In real life, we often have to make judgements under uncertainty. One such judgement task is estimating the probability of a given event based on uncertain evidence for the event, such as estimating the chances… read more here.
Keywords: probability estimation; event; estimating probability; evidence ... See more keywords