The joint effort by ITU-T's Video Coding Experts Group and ISO/IEC's Moving Pictures Experts Group resulted in standardization of H.264/MPEG-4 AVC in 2003 [1]. Like previous standards, H.264/AVC specifies only a decoder, therefore allowing for impro
Generic programming, restrictions and limitations, type bounds, wilcard types, and generic reflection Swing GUI development, including input validation and other enhancements Exception handling and debugging, including chained exceptions, stack fram
We propose the Wasserstein Auto-Encoder (WAE)|a new algorithm for building a generative model of the data distribution. WAE minimizes a penalized form of the Wasserstein distance between the model distribution and the target distribution, which lead
Most real-world recommender services measure their performance based on the top-N results shown to the end users. Thus, advances in top-N recommendation have far-ranging consequences in practical applications. In this paper, we present a novel metho
Learning from positive and unlabeled data or PU learning is the
setting where a learner only has access to positive examples and unlabeled
data. The assumption is that the unlabeled data can contain both positive and
negative examples. This settin
