We prove a quantitative connection between the expected sum of rewards of a policy and binary classification performance on created subproblems. This connection holds without any ...
— Many distributed systems may be limited in their performance by the number of transactions they are able to support per unit of time. In order to achieve fault tolerance and to...
Tal Anker, Danny Dolev, G. Greenman, I. Shnaiderma...
Abstract. Static single assignment (SSA) form is the intermediate representation of choice in modern optimizing compilers for which no formal semantics has been stated yet. To prov...
We are studying long term sequence prediction (forecasting). We approach this by investigating criteria for choosing a compact useful state representation. The state is supposed t...
This paper studies a novel paradigm for learning formal languages from positive and negative examples which consists of mapping strings to an appropriate highdimensional feature s...