Polynomial-based graph convolutional neural networks for graph classification Luca PasaNicolò NavarinAlessandro Sperduti OriginalPaper 09 November 2021 Pages: 1205 - 1237
Few-shot learning for spatial regression via neural embedding-based Gaussian processes Tomoharu IwataYusuke Tanaka OriginalPaper 12 November 2021 Pages: 1239 - 1257
Handling epistemic and aleatory uncertainties in probabilistic circuits Federico CeruttiLance M. KaplanMurat Şensoy OriginalPaper 10 January 2022 Pages: 1259 - 1301
Lifting symmetry breaking constraints with inductive logic programming Alice TarzariolMartin GebserKonstantin Schekotihin OriginalPaper Open access 19 April 2022 Pages: 1303 - 1326
SDANet: spatial deep attention-based for point cloud classification and segmentation Jiangjiang GaoJinhui LanFeifan Li OriginalPaper 30 March 2022 Pages: 1327 - 1348
Efficient SVDD sampling with approximation guarantees for the decision boundary Adrian EnglhardtHolger TrittenbachKlemens Böhm OriginalPaper Open access 07 April 2022 Pages: 1349 - 1375
Unsupervised anomaly detection in multivariate time series with online evolving spiking neural networks Dennis BäßlerTobias KortusGabriele Gühring OriginalPaper Open access 10 March 2022 Pages: 1377 - 1408
Time-aware tensor decomposition for sparse tensors Dawon AhnJun-Gi JangU Kang OriginalPaper 27 September 2021 Pages: 1409 - 1430
Lipschitzness is all you need to tame off-policy generative adversarial imitation learning Lionel BlondéPablo StrasserAlexandros Kalousis OriginalPaper Open access 04 April 2022 Pages: 1431 - 1521
Detect, Understand, Act: A Neuro-symbolic Hierarchical Reinforcement Learning Framework Ludovico MitchenerDavid TuckeyAlessandra Russo OriginalPaper Open access 07 April 2022 Pages: 1523 - 1549
A stochastic approach to handle resource constraints as knapsack problems in ensemble pruning András HajduGyörgy TerdikHenrietta Tomán OriginalPaper Open access 18 November 2021 Pages: 1551 - 1595
Improving sequential latent variable models with autoregressive flows Joseph MarinoLei ChenStephan Mandt OriginalPaper 18 November 2021 Pages: 1597 - 1620