Titlebook: Credible Asset Allocation, Optimal Transport Methods, and Related Topics; Songsak Sriboonchitta,Vladik Kreinovich,Woraphon Y Conference pr

overture

New Paradigm of Economic Thinking Under Uncertaintyattitudes to subjective risks that cannot be mathematically depicted with the aid of the formula of total probability. In many decision tasks agents’ decision making is at variance with the classical probability theory, underpinning the standard economic models of rational thinking. In this paper we

集合

chastise

Predicting (Economic) Trends: Why Signature Method in Machine Learningming may depend on many unpredictable factors. For example, we may be sure that the economy will recover, but how fast it will recover may depend on the status of the pandemic, on the weather-affected agriculture input, etc. In such trend predictions, one of the most efficient methods is signature m

Bouquet

Why Geometric Progression in Selecting the LASSO Parameter: A Theoretical Explanationmany practical situations, we do not know beforehand which inputs are relevant and which are not. In such situations, a 1-parameter modification of the least squares method known as LASSO leads to more adequate results. To use LASSO, we need to determine the value of the LASSO parameter that best fi

中子

How to Train A-to-B and B-to-A Neural Networks So That the Resulting Transformations Are (Almost) Exs involve transforming back and forth between these representations. Many such transformations are computationally time-consuming when performed exactly. So, taking into account that input data is usually only 1–10% accurate anyway, it makes sense to replace time-consuming exact transformations with

Notify

表脸

Classical Optical Modelling of Social Sciences in a Bohr–Kantian Frameworktribute to that growing body of literature. We distinguish our framework from other notable works like Qbism and CBD (contextuality by default) by grounding it in the larger Bohr–Kantian philosophical and conceptual paradigm. Since our modelling techniques are motivated by the classical optical mode

搜寻

gimmick

The Probability of Being Better or Worse Off, and by How Much, Depending on Experimental Conditions y in interpreting their data. If there is a one-point difference between the means in two conditions on, say, subjective well-being, it need not be clear how to interpret that difference. In addition, many researchers have criticized the typical conversion to standardized effect size indices, expres

OTTER