C
search
search
reviewers
reviewers
feeds
feeds
assignments
assignments
settings
logout
Tommy S. Alstrøm
ORCID
Publication Activity (10 Years)
Years Active: 2011-2023
Publications (10 Years): 11
Top Topics
Variance Reduction
Heterogeneous Data
Supervised Learning
Raman Spectra
Top Venues
MLSP
CoRR
ICASSP
CVPR
</>
Publications
</>
Bo Li
,
Yasin Esfandiari
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
,
Sebastian U. Stich
Synthetic data shuffling accelerates the convergence of federated learning under data heterogeneity.
CoRR
(2023)
Thea Brüsch
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
Multi-View Self-Supervised Learning For Multivariate Variable-Channel Time Series.
MLSP
(2023)
Bo Li
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
,
Sebastian U. Stich
On the Effectiveness of Partial Variance Reduction in Federated Learning with Heterogeneous Data.
CVPR
(2023)
Thea Brüsch
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
Multi-view self-supervised learning for multivariate variable-channel time series.
CoRR
(2023)
Bo Li
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
Raman Spectrum Matching with Contrastive Representation Learning.
CoRR
(2022)
Bo Li
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
,
Sebastian U. Stich
Partial Variance Reduction improves Non-Convex Federated learning on heterogeneous data.
CoRR
(2022)
Mikkel N. Schmidt
,
Tommy S. Alstrøm
,
Marcus Svendstorp
,
Jan Larsen
Peak Detection and Baseline Correction Using a Convolutional Neural Network.
ICASSP
(2019)
Maximillian Fornitz Vording
,
Peter O. Okeyo
,
Juan J. R. Guillamón
,
Peter E. Larsen
,
Mikkel N. Schmidt
,
Tommy S. Alstrøm
A Bayesian Generative Model With Gaussian Process Priors For Thermomechanical Analysis Of Micro-Resonators.
MLSP
(2019)
Lukasz T. Bienias
,
Juanjo R. Guillamón
,
Line H. Nielsen
,
Tommy S. Alstrøm
Insights Into The Behaviour Of Multi-Task Deep Neural Networks For Medical Image Segmentation.
MLSP
(2019)
Tommy S. Alstrøm
,
Mikkel N. Schmidt
,
Tomas Rindzevicius
,
Anja Boisen
,
Jan Larsen
A pseudo-Voigt component model for high-resolution recovery of constituent spectra in Raman spectroscopy.
ICASSP
(2017)
Mirkó Palla
,
Shiv Kumar
,
Zengmin Li
,
Steffen Jockusch
,
James J. Russo
,
Jingyue Ju
,
Filippo G. Bosco
,
Tomas Rindzevicius
,
Tommy S. Alstrøm
,
Michael S. Schmidt
,
Anja Boisen
Click chemistry based biomolecular conjugation monitoring using surface-enhanced Raman spectroscopy mapping.
IEEE SENSORS
(2016)
Tommy S. Alstrøm
,
Kasper B. Frohling
,
Jan Larsen
,
Mikkel N. Schmidt
,
Michael Bache
,
Michael S. Schmidt
,
Mogens H. Jakobsen
,
Anja Boisen
Improving the robustness of Surface Enhanced Raman Spectroscopy based sensors by Bayesian Non-negative Matrix Factorization.
MLSP
(2014)
Tommy S. Alstrøm
,
Bjørn Sand Jensen
,
Mikkel N. Schmidt
,
Natalie V. Kostesha
,
Jan Larsen
Haussdorff and hellinger for colorimetric sensor array classification.
MLSP
(2012)
Tommy S. Alstrøm
,
Raviv Raich
,
Natalie V. Kostesha
,
Jan Larsen
Feature extraction using distribution representation for colorimetric sensor arrays used as explosives detectors.
ICASSP
(2012)
Tommy S. Alstrøm
,
Jan Larsen
,
Natalie V. Kostesha
,
Mogens H. Jakobsen
,
Anja Boisen
Data representation and feature selection for colorimetric sensor arrays used as explosives detectors.
MLSP
(2011)