Earning CPD points

Earn 3 CPD Points onlinE Cardiology update

The meeting was held in Washington again after a break of three years. An unusual experience was that i did not run into any south African colleagues during the entire conference. This probably reflects the fact that pharmaceutical companies have withdrawn virtually all sponsorship for attendance at international meetings. Although companies may see this as a marketing code necessity, the longe...

earning roeedura

Autonomous agents functioning in complex and rapidly changing environments can improve their task performance if they update and correct their world model over the life of the agent. Existing research on this problem can be divided into two classes. First, reinforcement learners that use weak inductive methods to directly modify an agent’s procedural execution knowledge. These systems are robus...

Error Preserving Correction for CPD and Bounded-Norm CPD

In CANDECOMP/PARAFAC tensor decomposition, degeneracy often occurs in some difficult scenarios, e.g., when the rank exceeds the tensor dimension, or when the loading components are highly collinear in several or all modes, or when CPD does not have an optimal solution. In such the cases, norms of some rank-1 terms become significantly large, and cancel each other. This makes algorithms getting ...

Pom + Ebm = Cpd?

Earning for B Atch

Active learning involves selecting unlabeled data items to label in order to best improve an existing classifier. In most applications, batch mode active learning, where a set of items is picked all at once to be labeled and then used to re-train the classifier, is most feasible because it does not require the model to be re-trained after each individual selection and makes most efficient use o...