Twan van Laarhoven

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 26

Top Topics

Gaussian Process

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

J. Mach. Learn. Res.

Artif. Intell. Medicine

Publications

Kai Chen, Twan van Laarhoven, Elena Marchiori
Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability. Pattern Recognit. 155 (2024)
Kai Chen, Twan van Laarhoven, Elena Marchiori, Feng Yin, Shuguang Cui
Multitask Gaussian Process With Hierarchical Latent Interactions. ICASSP (2022)
Kai Chen, Twan van Laarhoven, Elena Marchiori
Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting. Mach. Learn. 110 (8) (2021)
Zaheer Babar, Twan van Laarhoven, Fabio Massimo Zanzotto, Elena Marchiori
Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. Artif. Intell. Medicine 116 (2021)
Zhuoran Liu, Zhengyu Zhao, Alex Kolmus, Tijn Berns, Twan van Laarhoven, Tom Heskes, Martha A. Larson
Going Grayscale: The Road to Understanding and Improving Unlearnable Examples. CoRR (2021)
Alex Kolmus, Grégory Baltus, Justin Janquart, Twan van Laarhoven, Sarah Caudill, Tom Heskes
Swift sky localization of gravitational waves using deep learning seeded importance sampling. CoRR (2021)
Lucas Vos, Twan van Laarhoven
Softmax Recurrent Unit: A new type of RNN cell. ESANN (2020)
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
Multioutput Convolution Spectral Mixture for Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 31 (7) (2020)
Kai Chen, Twan van Laarhoven, Elena Marchiori
Skewed Laplace Spectral Mixture kernels for long-term forecasting in Gaussian process. CoRR (2020)
Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
Generalized Convolution Spectral Mixture for Multitask Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. 31 (12) (2020)
Kai Chen, Twan van Laarhoven, Jinsong Chen, Elena Marchiori
Incorporating Dependencies in Spectral Kernels for Gaussian Processes. ECML/PKDD (2) (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. CoRR (2019)
Jeroen Manders, Twan van Laarhoven, Elena Marchiori
Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation. ICPRAM (2019)
Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
Unsupervised Domain Adaptation using Graph Transduction Games. IJCNN (2019)
Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting. Remote. Sens. 10 (7) (2018)
Nastaran Mohammadian Rad, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori
Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders. Sensors 18 (10) (2018)
Jeroen Manders, Elena Marchiori, Twan van Laarhoven
Simple Domain Adaptation with Class Prediction Uncertainty Alignment. CoRR (2018)
Twan van Laarhoven, Elena Marchiori
Domain Adaptation with Randomized Expectation Maximization. CoRR (2018)
Twan van Laarhoven
Generative models for local network community detection. CoRR (2018)
Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Process. 144 (2018)
Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. CoRR (2017)
Twan van Laarhoven, Elena Marchiori
Biased Bagging for Unsupervised Domain Adaptation. CoRR (2017)
Twan van Laarhoven
L2 Regularization versus Batch and Weight Normalization. CoRR (2017)
Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images. CoRR (2017)
Twan van Laarhoven, Elena Marchiori
Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization. CoRR (2016)
Twan van Laarhoven, Elena Marchiori
Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means. J. Mach. Learn. Res. 17 (2016)
Twan van Laarhoven, Elena Marchiori
Biases of Drug-Target Interaction Network Data. PRIB (2014)
Twan van Laarhoven, Elena Marchiori
Axioms for graph clustering quality functions. J. Mach. Learn. Res. 15 (1) (2014)
Twan van Laarhoven, Elena Marchiori
Network community detection with edge classifiers trained on LFR graphs. ESANN (2013)
Twan van Laarhoven, Elena Marchiori
An axiomatic study of objective functions for graph clustering. CoRR (2013)
Dimitrios Mavroeidis, Lejla Batina, Twan van Laarhoven, Elena Marchiori
PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices. ECML/PKDD (1) (2012)
Twan van Laarhoven, Elena Marchiori
Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks. PRIB (2012)
Daniel Kühlwein, Twan van Laarhoven, Evgeni Tsivtsivadze, Josef Urban, Tom Heskes
Overview and Evaluation of Premise Selection Techniques for Large Theory Mathematics. IJCAR (2012)
Twan van Laarhoven, Sander B. Nabuurs, Elena Marchiori
Gaussian interaction profile kernels for predicting drug-target interaction. Bioinform. 27 (21) (2011)