نتایج جستجو برای: unlearning
تعداد نتایج: 399 فیلتر نتایج به سال:
Nowadays, machine learning models, especially neural networks, have became prevalent in many real-world applications. These models are trained based on a one-way trip from user data: as long users contribute their data, there is no way to withdraw. To this end, machine unlearning becomes popular research topic, which allows the model trainer unlearn unexpected data model. In paper, we pr...
This paper provides an investigation into how different types of government supports can be used to enhance organizational resilience capacity during the COVID-19 pandemic. Based on resource orchestration theory, this study examines effects direct support and indirect capacity, mediation role digital capability, moderation unlearning. The empirical results from 205 Chinese firms show that have ...
In this paper we propose a Gaussian-kernel-based online kernel density estimation which can be used for applications of online probability density estimation and online learning. Our approach generates a Gaussian mixture model of the observed data and allows online adaptation from positive examples as well as from the negative examples. The adaptation from the negative examples is realized by a...
When Bayesians set out to model rational constraints on the ways agents’ degrees of belief evolve over time, they usually start by stipulating that the agents they are modeling never forget information. But Frank Arntzenius has shown that there can be substantive constraints on the relation between an agent’s degrees of belief at two times even if the agent has forgotten some relevant informati...
Halperin's Neuro-Connector model of learning and motivation requires the inclusion of considerable designer knowledge, but also learns continuously, editing and correcting some of this information. This paper describes some experiments with a computer implementation of this biological model which indicate that fast learning of new material is easily acquired as promised. However, diÆculties in ...
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