Mørup, Morten

15 publications

TMLR 2026 E$^2$M: Double Bounded $\alpha$-Divergence Optimization for Tensor-Based Discrete Density Estimation Kazu Ghalamkari, Jesper Løve Hinrich, Morten Mørup

ICLR 2026 Knowing When to Quit: Probabilistic Early Exits for Speech Separation Networks Kenny Falkær Olsen, Mads Østergaard, Karl Ulbæk, Søren Føns Nielsen, Rasmus Malik Høegh Lindrup, Bjørn Sand Jensen, Morten Mørup

TMLR 2025 Estimating the Event-Related Potential from Few EEG Trials Anders Vestergaard Nørskov, Kasper Jørgensen, Alexander Neergaard Zahid, Morten Mørup

ICLR 2025 How Low Can You Go? Searching for the Intrinsic Dimensionality of Complex Networks Using Metric Node Embeddings Nikolaos Nakis, Niels Raunkjær Holm, Andreas Lyhne Fiehn, Morten Mørup

AAAI 2024 Continuous-Time Graph Representation with Sequential Survival Process Abdulkadir Çelikkanat, Nikolaos Nakis, Morten Mørup

AISTATS 2024 Think Global, Adapt Local: Learning Locally Adaptive K-Nearest Neighbor Kernel Density Estimators Kenny Olsen, Rasmus M. Hoeegh Lindrup, Morten Mørup

AISTATS 2024 Time to Cite: Modeling Citation Networks Using the Dynamic Impact Single-Event Embedding Model Nikolaos Nakis, Abdulkadir Celikkanat, Louis Boucherie, Sune Lehmann, Morten Mørup

NeurIPS 2023 CSLP-AE: A Contrastive Split-Latent Permutation Autoencoder Framework for Zero-Shot Electroencephalography Signal Conversion Anders Nørskov, Alexander Neergaard Zahid, Morten Mørup

AISTATS 2023 Characterizing Polarization in Social Networks Using the Signed Relational Latent Distance Model Nikolaos Nakis, Abdulkadir Celikkanat, Louis Boucherie, Christian Djurhuus, Felix Burmester, Daniel Mathias Holmelund, Monika Frolcová, Morten Mørup

NeurIPSW 2023 Continuous-Time Graph Representation with Sequential Survival Process Abdulkadir Celikkanat, Nikolaos Nakis, Morten Mørup

LoG 2022 Piecewise-Velocity Model for Learning Continuous-Time Dynamic Node Representations Abdulkadir Celikkanat, Nikolaos Nakis, Morten Mørup

NeurIPS 2016 Completely Random Measures for Modelling Block-Structured Sparse Networks Tue Herlau, Mikkel N Schmidt, Morten Mørup

ICML 2013 Modeling Temporal Evolution and Multiscale Structure in Networks Tue Herlau, Morten Mørup, Mikkel Schmidt

AISTATS 2012 A Bayesian Analysis of the Radioactive Releases of Fukushima Ryota Tomioka, Morten Mrup

NeurIPS 2010 Infinite Relational Modeling of Functional Connectivity in Resting State fMRI Morten Mørup, Kristoffer Madsen, Anne-marie Dogonowski, Hartwig Siebner, Lars K. Hansen