Finding the ground state of a quantum many-body system is a fundamental problem in quantum physics. In this work, we give a classical machine learning (ML) algorithm for predicting ground state properties with an inductive bias encoding geometric localit
You can select among five behavior: # # volatile-lru -> remove the key with an expire set using an LRU algorithm # allkeys-lru -> remove any key accordingly to the LRU algorithm # volatile-random -> remove a random key with an expire set # allkeys->random -> remove a random key, ...
The famous, yet unsolved, Fermi-Hubbard model for strongly-correlated electronic systems is a prominent target for quantum computers. However, accurately representing the Fermi-Hubbard ground state for large instances may be beyond the reach of near-term
The underlying optimization problem involved is a minimax problem which is in general difficult to tract. We address this issue and propose an iterative algorithm named Sequence with LOw Peak sidelobE level (SLOPE) based on the technique of Majorization Minimization, which can be implemented ...
Ant-Q is an algorithm belonging to the class of ant colony based methods, that is, of combinatorial optimization methods in which a set of simple agents, called ants, cooperate to find good solutions to combinatorial optimization problems. The main focus of this article is on the experimental ...
This article presents a fast algorithm to construct near-OLHs. The constructed near-OLHs achieve near-orthogonality among columns and good space-filling properties. These designs improve those of Cioppa and Lucas (2007) and those constructed by the OA-based approach of Lin et al. (2009) with...
3. Duplicate: 强调的是从头到尾丝毫不差 --- To make an exact copy of something, totally and absolutely the same, from A through Z。比如复制数据库,就是由一个 database 变成 2 个或数个、数十个一模一样的 databases,这个过程就是 duplicate / duplication。如果银行的同一个数据库,从上海的服务器...
This allows one to say that Weighted V@R is one of the most important classes (or maybe the most important class) of coherent risk measures. 展开 关键词: Capital allocation Coherent risk measures Determining set Distorted measures Minimal extreme measure No-good-deals pricing Spectral risk ...
We test the correct support ofborder-start-start-radius; If it’s not supported, we fall back to legacy. Conclusion Even if absolute perfection is out of this world, moving to CSS Logical properties isa really interesting move and a good bet for the future: we write less code with these...
I mean that the algorithm should be able to provide good generalizations even for inputs that are far from those it has seen during training. It should be able to generalize to new combinations of the underlying concepts that explain the data. Nearest-neighbor methods and related ones like ker...