Twan van Laarhoven

35 papers A 1B 3C 1Misc 1Journal 24Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Compressing spectral kernels in Gaussian Process: Enhanced generalization and interpretability. Pattern Recognit. Kai Chen, Twan van Laarhoven, Elena Marchiori
2022	Misc	`conf`	Multitask Gaussian Process With Hierarchical Latent Interactions. ICASSP Kai Chen, Twan van Laarhoven, Elena Marchiori, Feng Yin, Shuguang Cui
2021	J	`jnl`	Evaluating diagnostic content of AI-generated radiology reports of chest X-rays. Artif. Intell. Medicine Zaheer Babar, Twan van Laarhoven, Fabio Massimo Zanzotto, Elena Marchiori
2021	J	`jnl`	Gaussian processes with skewed Laplace spectral mixture kernels for long-term forecasting. Mach. Learn. Kai Chen, Twan van Laarhoven, Elena Marchiori
2021	J	`jnl`	Going Grayscale: The Road to Understanding and Improving Unlearnable Examples. CoRR Zhuoran Liu, Zhengyu Zhao, Alex Kolmus, Tijn Berns, Twan van Laarhoven, Tom Heskes, Martha A. Larson
2021	J	`jnl`	Swift sky localization of gravitational waves using deep learning seeded importance sampling. CoRR Alex Kolmus, Grégory Baltus, Justin Janquart, Twan van Laarhoven, Sarah Caudill, Tom Heskes
2020	J	`jnl`	Generalized Convolution Spectral Mixture for Multitask Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
2020	J	`jnl`	Multioutput Convolution Spectral Mixture for Gaussian Processes. IEEE Trans. Neural Networks Learn. Syst. Kai Chen, Twan van Laarhoven, Perry Groot, Jinsong Chen, Elena Marchiori
2020	J	`jnl`	Skewed Laplace Spectral Mixture kernels for long-term forecasting in Gaussian process. CoRR Kai Chen, Twan van Laarhoven, Elena Marchiori
2020	B	`conf`	Softmax Recurrent Unit: A new type of RNN cell. ESANN Lucas Vos, Twan van Laarhoven
2019	C	`conf`	Adversarial Alignment of Class Prediction Uncertainties for Domain Adaptation. ICPRAM Jeroen Manders, Twan van Laarhoven, Elena Marchiori
2019	—	`conf`	Incorporating Dependencies in Spectral Kernels for Gaussian Processes. ECML/PKDD (2) Kai Chen, Twan van Laarhoven, Jinsong Chen, Elena Marchiori
2019	B	`conf`	Unsupervised Domain Adaptation using Graph Transduction Games. IJCNN Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
2019	J	`jnl`	Unsupervised Domain Adaptation using Graph Transduction Games. CoRR Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo
2018	J	`jnl`	Deep learning for automatic stereotypical motor movement detection using wearable sensors in autism spectrum disorders. Signal Process. Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
2018	J	`jnl`	Domain Adaptation with Randomized Expectation Maximization. CoRR Twan van Laarhoven, Elena Marchiori
2018	J	`jnl`	Generative models for local network community detection. CoRR Twan van Laarhoven
2018	J	`jnl`	Novelty Detection using Deep Normative Modeling for IMU-Based Abnormal Movement Monitoring in Parkinson's Disease and Autism Spectrum Disorders. Sensors Nastaran Mohammadian Rad, Twan van Laarhoven, Cesare Furlanello, Elena Marchiori
2018	J	`jnl`	Simple Domain Adaptation with Class Prediction Uncertainty Alignment. CoRR Jeroen Manders, Elena Marchiori, Twan van Laarhoven
2018	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images: Three Tricks and a New Learning Setting. Remote. Sens. Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
2017	J	`jnl`	Biased Bagging for Unsupervised Domain Adaptation. CoRR Twan van Laarhoven, Elena Marchiori
2017	J	`jnl`	Convolutional Neural Networks and Data Augmentation for Spectral-Spatial Classification of Hyperspectral Images. CoRR Jacopo Acquarelli, Elena Marchiori, Lutgarde M. C. Buydens, Thanh N. Tran, Twan van Laarhoven
2017	J	`jnl`	Deep Learning for Automatic Stereotypical Motor Movement Detection using Wearable Sensors in Autism Spectrum Disorders. CoRR Nastaran Mohammadian Rad, Seyed Mostafa Kia, Calogero Zarbo, Twan van Laarhoven, Giuseppe Jurman, Paola Venuti, Elena Marchiori, Cesare Furlanello
2017	J	`jnl`	L2 Regularization versus Batch and Weight Normalization. CoRR Twan van Laarhoven
2016	J	`jnl`	Local Network Community Detection with Continuous Optimization of Conductance and Weighted Kernel K-Means. J. Mach. Learn. Res. Twan van Laarhoven, Elena Marchiori
2016	J	`jnl`	Local community detection by seed expansion: from conductance to weighted kernel 1-mean optimization. CoRR Twan van Laarhoven, Elena Marchiori
2014	J	`jnl`	Axioms for graph clustering quality functions. J. Mach. Learn. Res. Twan van Laarhoven, Elena Marchiori
2014	—	`conf`	Biases of Drug-Target Interaction Network Data. PRIB Twan van Laarhoven, Elena Marchiori
2013	J	`jnl`	An axiomatic study of objective functions for graph clustering. CoRR Twan van Laarhoven, Elena Marchiori
2013	B	`conf`	Network community detection with edge classifiers trained on LFR graphs. ESANN Twan van Laarhoven, Elena Marchiori
2013	—	`ed.`	Pattern Recognition in Bioinformatics - 8th IAPR International Conference, PRIB 2013, Nice, France, June 17-20, 2013. Proceedings PRIB Alioune Ngom, Enrico Formenti, Jin-Kao Hao, Xing-Ming Zhao, Twan van Laarhoven
2012	A	`conf`	Overview and Evaluation of Premise Selection Techniques for Large Theory Mathematics. IJCAR Daniel Kühlwein, Twan van Laarhoven, Evgeni Tsivtsivadze, Josef Urban, Tom Heskes
2012	—	`conf`	PCA, Eigenvector Localization and Clustering for Side-Channel Attacks on Cryptographic Hardware Devices. ECML/PKDD (1) Dimitrios Mavroeidis, Lejla Batina, Twan van Laarhoven, Elena Marchiori
2012	—	`conf`	Robust Community Detection Methods with Resolution Parameter for Complex Detection in Protein Protein Interaction Networks. PRIB Twan van Laarhoven, Elena Marchiori
2011	J	`jnl`	Gaussian interaction profile kernels for predicting drug-target interaction. Bioinform. Twan van Laarhoven, Sander B. Nabuurs, Elena Marchiori