ML Publications

Selected Pulications

From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings
Johannes Bjerva, Isabelle Augenstein
Proceedings, 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL HLT), 2018

An improved parametrization and analysis of the EXP3++ algorithm for stochastic and adversarial bandits
Yevgeny Seldin, Gábor Lugosi
Proceedings of the Conference on Learning Theory (COLT), 2017

Multi-dueling bandits and their application to online ranker evaluation
Brian Brost, Yevgeny Seldin, Ingemar J Cox, Christina Lioma
Proceedings of the 25th ACM International on Conference on Information and Knowledge Management (CIKM), 2161-2166, 2016

Multi-Task Learning Improves Disease Models from Web Search
Bin Zou, Vasileios Lampos, Ingemar Cox
Proceedings of the 2018 World Wide Web Conference (TheWebConf), 87-96, 2018

A High-Resolution In Vivo Atlas of the Human Brain's Serotonin System
Vincent Beliveau, Melanie Ganz-Benjaminsen, Ling Feng, Brice Ozenne, Liselotte Højgaard, Patrick M. Fisher, Claus Svarer, Douglas N. Greve, Gitte M. Knudsen
The Journal of Neuroscience, Vol. 37, No. 1, 04.01.2017

Cerebellar heterogeneity and its impact on PET data quantification of 5-HT receptor radioligands
Melanie Ganz, Ling Feng, Hanne Demant Hansen, Vincent Beliveau, Claus Svarer, Gitte Moos Knudsen
Journal of Cerebral Blood Flow and Metabolism, Vol. 37, No. 9, 09.2017

Cartilage cavity-an MRI marker of cartilage lesions in knee OA with Data from CCBR, OAI, and PROOF
Erik B Dam, Jos Runhaar, Sita Bierma-Zienstra, Morten Karsdal
Magnetic Resonance in Medicine, Bind 80, Nr. 3, 09.2018

Spherical convolutions and their application in molecular modelling
Boomsma, Wouter, Jes Frellsen
Advances in Neural Information Processing Systems, pp. 3433-3443, 2017

Removal of Vesicle Structures From Transmission Electron Microscope Images
Katrine Hommelhoff Jensen, Fred J. Sigworth, Sami Sebastian Brandt
IEEE Transactions on Image Processing, vol. 25, no. 2, pp. 540-552, Feb. 2016

Differential diagnosis of mild cognitive impairment and Alzheimer’s disease using structural MRI cortical thickness, hippocampal shape, hippocampal texture, and volumetry
Lauge Sørensen, Christian Igel, Akshay Sadananda Uppinakudru Pai, Ioana Balas, Cecilie Anker, Martin Lillholm, Mads Nielsen
NeuroImage: Clinical, Bind 13, 2017

CMA-ES with Optimal Covariance Update and Storage Complexity
Oswin Krause, Dídac R. Arbonès, Christian Igel
Advances in Neural Information Processing Systems (NIPS), 2016

Training Big Random Forests with Little Resources
Fabian Gieseke, Christian Igel
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2018

A Unified View on Multi-class Support Vector Classification
Ürün Dogan, Tobias Glasmachers, and Christian Igel
Journal of Machine Learning Research 17(45), pp. 1-32, 2016