Haut PDF A generic explainability framework for function circuits
A generic explainability framework for function circuits
... assume circuits are well-formed: they do not contain cycles, and the domain of each of a function’s input pin in- cludes at least all of the image of the function’s output pin to which it is ...connected. ...
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A generic software framework for Wang-Landau type algorithms
... proposals. For example, in molecular studies, various proposals were designed, based on molecular dynamics [6, 3], on internal coordinates (dihedral angles) [9, 10], or variants [11, ...In a related vein, ...
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A Generic Acceleration Framework for Stochastic Composite Optimization
... attracted a lot of attention in machine learning recently, see, ...53] for incremental algorithms and [1, 26, 30, 33, 47, 55, 56] for accelerated ...is, a finite sum of functions—with high ...
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Towards A Theory-Of-Mind-Inspired Generic Decision-Making Framework
... ”tap” function which triggers special behavior in some types of birds. For each shooting angle, the agent is able to choose a time to perform the tap which consists in another array of possibilities, ...
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Adaptive Simulation-based Framework for Error Characterization of Inexact Circuits
... However, for high bit-widths, the time and memory required for such simulations become ...limitations, a new characterization framework for inexact operators is ...proposed ...
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Flexible and Context-Specific AI Explainability: A Multidisciplinary Approach
... enthusiasm for artificial intelligence (AI) is due principally to advances in deep ...of explainability to develop a framework for defining the ”right” level of explain- ability in ...
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CGALmesh: a Generic Framework for Delaunay Mesh Generation
... have a non-uniform density of ver- tices, reflecting a non-uniform sizing field that is the pointwise minimum between a (possibly non-uniform) user-defined sizing field and the local feature size of ...
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Towards a Generic Framework for Black-box Explanation Methods (Extended Version)
... is a major source of mistrust. Indeed, even if explanations are not a panacea, they can play a key role, not only to enhance trust in the system, but also to allow its users to better understand its ...
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A Generic Framework for Modeling MAC Protocols in Wireless Sensor Networks
... provide generic analytical frameworks. To the best of our knowledge, only a few generic models were proposed in the ...proposed a theoretical framework to exploit spatial correlation of ...
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CGALmesh: a Generic Framework for Delaunay Mesh Generation
... have a non-uniform den- sity of vertices, reflecting a non-uniform sizing field that is the pointwise minimum between a (possibly non-uniform) user-defined sizing field and the local feature size of ...
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A Generic Metamodel For Security Policies Mutation
... meta-model for rule-based security formalisms The three bottom classes (Policy, Rule and Element) on the diagram in Figure 1 allow defining actual security policies using a formalism defined with the three ...
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Towards a Generic Context-Aware Framework for Self-Adaptation of Service-Oriented Architectures
... propose a generic framework, that, due to its fine grain decomposition into functionalities, can manage different levels of adaptation (service, application, SOA, infrastructure) and cope with ...
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A Generic Framework for Combining Multiple Segmentations in Geographic Object-Based Image Analysis
... is a critical step, for which a wide range of methods, parameters and input data are ...that a set of segmentation maps can be derived from remote sensing ...build a strong one, we ...
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A Generic Environment for Constructing Diagnostic Hierarchies
... (Plastifiant): A plasticizer is a material, frequently "solvent-like", incorporated in plastic or rubber to increase its ease of workability, flexibility or ...
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Towards a Generic Context Model for BPM
... the generic level and describes the general characteristics of the context entities that are common to all business ...define a context model for BPM, we have identified a minimum set of ...
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A Generic Framework for Reasoning about Dynamic Networks of Infinite-State Processes
... has a model of a bounded size (where the size is the number of tokens in each ...procedure for the satisfiability problem since the number of models of a bounded size is infinite in general ...
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A generic framework for service-based business process elasticity in the cloud
... Model for SBPs elasticity We are interested in this paper in modelling elasticity of ...SBPs. A SBP is a busi- ness process that consists in assembling a set of elementary IT-enabled ...into ...
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A Unified Framework for Multimodal Structure-function Mapping Based on Eigenmodes
... response function was computed for the white matter, gray matter, and cerebrospinal fluid using MRtrix3 4 (Tournier et ...response function were then used to compute a fiber orientation ...
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Normal forms of foliations and curves defined by a function with a generic tangent cone.
... integrals for C. We shall give two proofs of this result. The first one is a consequence of general facts about algebraic actions of algebraic ..., a 2 )[a 3 , · · · a p−3 ...
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CASToR: a generic data organization and processing code framework for multi-modal and multi-dimensional tomographic reconstruction
... As a consequence, the use of list-mode data (Snyder & Politte 1983, Parra & Barrett 1998) as a direct input to reconstruction algorithms has gained much interest in PET (Yan et al ...optimizations ...
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