Blar i NTNU Open på tidsskrift "Machine Learning"
Viser treff 1-5 av 5
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Active learning for data streams: a survey
(Peer reviewed; Journal article, 2023) -
Concentration properties of fractional posterior in 1-bit matrix completion
(Journal article; Peer reviewed, 2025)The problem of estimating a matrix based on a set of observed entries is commonly referred to as the matrix completion problem. In this work, we specifically address the scenario of binary observations, often termed as ... -
Dynamic attention-integrated neural network for session-based news recommendation
(Journal article; Peer reviewed, 2019)Online news recommendation aims to continuously select a pool of candidate articles that meet the temporal dynamics of user preferences. Most of the existing methods assume that all user-item interaction history are equally ... -
Explainable reinforcement learning (XRL): a systematic literature review and taxonomy
(Journal article; Peer reviewed, 2023)In recent years, reinforcement learning (RL) systems have shown impressive performance and remarkable achievements. Many achievements can be attributed to combining RL with deep learning. However, those systems lack ... -
Misclassification bounds for PAC-Bayesian sparse deep learning
(Peer reviewed; Journal article, 2025)