yaml.snakeyaml (Java), safe_load() of PyYaml (Python), XmlReader() of System.Xml (C#). These limited deserializers can only perform the instantiation of objects in a white list, forbidding the instantiation of unknown class. These limited deserializers are represented as safe_load() in ...
In particular, Copperhead [161] and Lime [162] are programming languages with a high level of abstraction, similar to Python and Java. Such languages do not require users to specify explicit data layout, communication, and synchronization. Similarly, Intel's Merge (a MapReduce-like heterogeneous...
Most transfer learning applied to medical image diagnosis is one-step transfer learning, meaning it directly uses the pre-trained model from the source domain and then fine-tunes it in the target domain. However, Tan et al.9 pointed out that the performance of one-step transfer learning would...
In addition, it was also shown the existence of multiple attractors for flocks flying through the same realization of quenched disorder, meaning that the fate and history of the flock are strongly dependent on the initial condition31. Finally, it was found in models32 and experiments33, that ...
In this survey, POI recommendation refers exclusively to tourism-related POI recommendation, meaning the recommendation of any locations that tourists may visit during their trip. POI p refers solely to the POI ID, enabling a clearer exploration of the influence of heterogeneous information on POI re...
in a large, combinedheterogeneous setof the kind that is argued for above. Furthermore, since drug projects often run over a period of years, it is likely that some chemical series present in the dataset will stretch over any given cut-off in time, meaning there are still questions about ...
based on this we use the vectorrepresents the dependencies, which are described as directed edge connected between the tasks respectively. We takeas an example, wheredenotes the dependency between taskand taskmeaningis an immediate successor task of. We also formulate several principles of workflow ...
In which case it seems like that should be decided explicitly before making this change. I am actually of the opinion CEL should match json, python, SQL, Firestore, c++, java, etc and allow full comparisons between different number types (while still not allowing implicit conversion or ...
Secondly, the reward function should be stable, meaning that the same action in similar environments should receive similar rewards. This improves the reliability and reproducibility of learning. The sparsity of the reward function is also an important consideration. Ideally, the reward function should...
Synthesis protocol exploration is paramount in catalyst discovery, yet keeping pace with rapid literature advances is increasingly time intensive. Automated synthesis protocol analysis is attractive for swiftly identifying opportunities and informing predictive models, however such applications in heterogeneous cat...