منابع مشابه
To prune, or not to prune: exploring the efficacy of pruning for model compression
Model pruning seeks to induce sparsity in a deep neural network’s various connection matrices, thereby reducing the number of nonzero-valued parameters in the model. Recent reports (Han et al., 2015a; Narang et al., 2017) prune deep networks at the cost of only a marginal loss in accuracy and achieve a sizable reduction in model size. This hints at the possibility that the baseline models in th...
متن کاملAnts prune to prime transport networks.
Since the invention of the internal combustion engine, traffic jams have become an inevitable part of life. ‘One of the problems faced by any transportation system is dealing with changes in traffic congestion’, says Tanya Latty, from the University of Sydney, Australia. ‘Sometimes there are simply more cars on the road than the system can handle’, she explains.And ants frequently face the same...
متن کاملUsing Query History to Prune Query Results
The most common retrieval systems run queries independently of one another — no data about the queries is retained from query to query. This paper describes an unsupervised learning algorithm that uses information about previous queries to prune new query results. The algorithm has two distinct phases. The first trains on a batch of queries; in doing so, it learns about the collection and the r...
متن کاملUsing boosting to prune bagging ensembles
Boosting is used to determine the order in which classifiers are aggregated in a bagging ensemble. Early stopping in the aggregation of the classifiers in the ordered bagging ensemble allows the identification of subensembles that require less memory for storage, have a faster classification speed and can perform better than the original bagging ensemble. Furthermore, ensemble pruning does not ...
متن کاملPrune Belly Syndrome
Prune belly syndrome is a rare congenital disorder of the urinary system, characterized by a triad of abnormalities. The aetiology is not known. Many infants are either stillborn or die within the first few weeks of life from severe lung or kidney problems, or a combination of congenital anomalies.
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: The Modern Language Review
سال: 1911
ISSN: 0026-7937
DOI: 10.2307/3713263