Zobrazeno 1 - 10
of 6 313
pro vyhledávání: '"Lee, Thomas"'
In stochastic low-rank matrix bandit, the expected reward of an arm is equal to the inner product between its feature matrix and some unknown $d_1$ by $d_2$ low-rank parameter matrix $\Theta^*$ with rank $r \ll d_1\wedge d_2$. While all prior studies
Externí odkaz:
http://arxiv.org/abs/2404.17709
The origins of fiducial inference trace back to the 1930s when R. A. Fisher first introduced the concept as a response to what he perceived as a limitation of Bayesian inference - the requirement for a subjective prior distribution on model parameter
Externí odkaz:
http://arxiv.org/abs/2404.08169
In continual learning (CL) -- where a learner trains on a stream of data -- standard hyperparameter optimisation (HPO) cannot be applied, as a learner does not have access to all of the data at the same time. This has prompted the development of CL-s
Externí odkaz:
http://arxiv.org/abs/2404.06466
Large-scale integration of electric vehicles (EVs) leads to a tighter integration between transportation and electric energy systems. In this paper, we develop a novel integer-clustering approach to model a large number of EVs that manages vehicle ch
Externí odkaz:
http://arxiv.org/abs/2310.02208
Autor:
Lee, Thomas L., Storkey, Amos
Work on continual learning (CL) has thus far largely focused on the problems arising from shifts in the data distribution. However, CL can be decomposed into two sub-problems: (a) shifts in the data distribution, and (b) dealing with the fact that th
Externí odkaz:
http://arxiv.org/abs/2310.02206