The algorithm keeps bounds on the utility value for each successor in a game state. The lower and upper bounds represent the threshold values, for which neither of the actions of the player is dominated by any other action in the current matrix game. These bounds are calculated by linear ...
The DLS was evaluated in two ways: distinguishing normal vs. abnormal cases in a general setting with multiple radiologist-confirmed abnormalities (first 2 datasets), and in the setting of diseases that the DLS was not exposed to during training (TB was excluded from the train set and COVID-...
Minterms and cubes may be used to represent the values of a set of input variables, e.g., x¬yz is shorthand for x = 1, y = 0, and z = 1. Therefore, there is a natural correspondence between an input assignment and a vertex in the Boolean n-space. This correspondence may be...
Fungible tokens are valuable for covenants to represent on-chain assets – e.g. voting shares, utility tokens, collateralized loans, prediction market options, etc. – and implement complex coordination tasks –e.g. liquidity-pooling, auctions, voting, sidechain withdrawals, spin-offs, mergers, ...
There are currently three major ways to evaluate interpretability methods: application-grounded, human-grounded, and functionally grounded. Application-groundedevaluation requires a human to perform experiments within a real-life application.4For example, to evaluate an interpretation on diagnosing a certain...
to the problems of minimum hitting set and the highest frequency of sensitive values, respectively. (2) We define the distances between two individuals, between individual and equivalence class, and between two equivalence classes. (3) We design a general anonymization algorithmDAnonyIRwith ...
Specifically, in this section, the algorithm part can be roughly divided into two parts. The convolution layer of TGCN is presented first. We get a scalable definition of two-order spectral convolution on graph data and demonstrate how to embed the structure information into the feature ...
where we write |ψ〉 as an MPS . Generally speaking, there are two ways to solve the minimization problem: (1) simply treat all the tensor elements as variational parameters; (2) simulate the imaginary-time evolution $$\displaystyle \begin{aligned} \begin{array}{rcl}{} |\psi_{gs}\rangl...
The pursuit of superconducting-based quantum computers has advanced the fabrication of and experimentation with custom lattices of qubits and resonators. Here, we describe a roadmap to use present experimental capabilities to simulate an interacting many
Our MD simulations support that the Ca2+ ion contributes to the binding of the substrate in three ways: (1) it stabilizes the proper conformation of the substrate at the −1 subsite; (2) it facilitates the interaction between the −1 sugar and the pKa modulator Asp150; and (3) it ...