29 citations · 50 across the 5 of their papers we have counts for
5 papers
Relative Probability on Finite Outcome Spaces: A Systematic Examination of its Axiomatization, Properties, and Applications
Max Sklar
This work proposes a view of probability as a relative measure rather than an absolute one. To demonstrate this concept, we focus on finite outcome spaces and develop three fundame…
Sampling Bias Correction for Supervised Machine Learning: A Bayesian Inference Approach with Practical Applications
Max Sklar
Given a supervised machine learning problem where the training set has been subject to a known sampling bias, how can a model be trained to fit the original dataset? We achieve thi…
Cultural Investment and Urban Socio-Economic Development: A Geo-Social Network Approach
Xiao Zhou, Desislava Hristova, Anastasios Noulas +2
Being able to assess the impact of government-led investment onto socio-economic indicators in cities has long been an important target of urban planning. However, due to the lack…
Predicting the temporal activity patterns of new venues
Krittika D'Silva, Anastasios Noulas, Mirco Musolesi +2
Estimating revenue and business demand of a newly opened venue is paramount as these early stages often involve critical decisions such as first rounds of staffing and resource all…
Fast MLE Computation for the Dirichlet Multinomial
Max Sklar
Given a collection of categorical data, we want to find the parameters of a Dirichlet distribution which maximizes the likelihood of that data. Newton's method is typically used fo…