Central bank communications are an important tool for guiding the economy and fulfilling monetary policy goals. Natural language processing (NLP) algorithms have been used to analyze central bank communications. These outdated bag-of-words methods often ignore context and cannot distinguish who...

Equity funding is a widespread financing form that often accompanies the life cycle of innovative ventures from initial stages until maturity. From the perspective of investors, the event defining the success of an equity financing operation is the exit, which represents the moment when they...

__Abstract__ Traditional extensions of the binary support vector machine (SVM) to multiclass problems are either heuristics or require solving a large dual optimization problem. Here, a generalized multiclass SVM called GenSVM is proposed, which can be used for classification problems where the...