Beautiful is better than ugly. Explicit is better than implicit. Simple is better than complex. Complex is better than complicated. Flat is better than nested. Sparse is better than dense. Readability counts. Special cases aren't special enough to break the rules. ...
Can those be fused somehow to lead to a better result? Surprisingly, the answer to this question is positive; merging these representations can form a more accurate (in the mean-squared-error (MSE) sense), yet dense, estimate of the original signal even when the latter is known to be ...
A plurality of sparse representations is better than the sparsest one alone A Plurality of Sparse Representations Is Better Than the Sparsest One Alone For most large underdetermined systems of linear equations the minimal $l^1$ solution is also the sparsest solution ...
Many prior works show that sparsity is better than a dense model for this type of setup (Shazeer et al., 2017; Lepikhin et al., 2020; Fedus et al., 2021; Du et al., 2021; Artetxe et al., 2021; Lewis et al., 2021). Given all the strong state-of-the-art results using ...
Thinly scattered; dispersed round about; existing at considerable intervals; as used of population or the like, not dense. Inbotany, scattered; placed distantly or irregularly without any apparent or regular order: applied to branches, leaves, peduncles, etc. ...
Ophryotrocha diadema is an outcrossing, simultaneous hermaphroditic polychaete with external fertilization. In isolated pairs, mature worms take turn contributing eggs upon the condition that their partners reciprocate egg donation. In dense populations, these worms do not reciprocate. Instead, they ...
In this paper we describe verification methods for dense and large sparse systems of linear and nonlinear equations. Most of the methods described have been developed by the author. Other methods are mentioned, but it is not intended to give an overview over existing methods. Many of the result...
The algorithm presented yields sparse semantically-rich models that are better suited to interactive simulation than the equivalent dense-reconstructions, yet executes significantly faster than the prevalent sparse-operators. The key advantages include accuracy, efficiency and the ability to model irregular ...
In this specific circumstance, it can utilise how frequently those certain words seem to decide whether the singular instant message is spam or not. To better understand the spam-ham data as a text dataset, let us look at a small part of the data where we just have 10 text messages and...
A discrete time series has associated with it an amplitude spectrum which is a periodic function of frequency. This paper investigates the extent to which a time series can be concentrated on a finite index set and also have its spectrum... D Slepian - 《Bell Labs Technical Journal》 被引量...