Arto Klami

According to our database, Arto Klami authored at least 85 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Contextual Policies Enable Efficient and Interpretable Inverse Reinforcement Learning for Populations.

Ville Tanskanen, Chang Rajani, Perttu Hämäläinen, Christian Guckelsberger, Arto Klami

Trans. Mach. Learn. Res., 2024

Quantifying uncertainty of uplift: Trees and T-learners.

Otto Nyberg, Arto Klami

Neurocomputing, 2024

Non-geodesically-convex optimization in the Wasserstein space.

Hoang Phuc Hau Luu, Hanlin Yu, Bernardo Williams, Petrus Mikkola, Marcelo Hartmann, Kai Puolamäki, Arto Klami

CoRR, 2024

Riemannian Laplace Approximation with the Fisher Metric.

Hanlin Yu, Marcelo Hartmann, Bernardo Williams Moreno Sanchez, Mark Girolami, Arto Klami

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023

PreliZ: A tool-box for prior elicitation.

Alejandro A. Icazatti, Oriol Abril Pla, Arto Klami, Osvaldo A. Martin

J. Open Source Softw., October, 2023

Exploring uplift modeling with high class imbalance.

Otto Nyberg, Arto Klami

Data Min. Knowl. Discov., March, 2023

Scalable Stochastic Gradient Riemannian Langevin Dynamics in Non-Diagonal Metrics.

Hanlin Yu, Marcelo Hartmann, Bernardo Williams, Arto Klami

Trans. Mach. Learn. Res., 2023

Prior Specification for Bayesian Matrix Factorization via Prior Predictive Matching.

Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami

J. Mach. Learn. Res., 2023

Warped geometric information on the optimisation of Euclidean functions.

Marcelo Hartmann, Bernardo Williams, Hanlin Yu, Mark Girolami, Alessandro Barp, Arto Klami

CoRR, 2023

Extending Interpolation Consistency Training for Unsupervised Domain Adaptation.

Shayan Gharib, Arto Klami

Proceedings of the International Joint Conference on Neural Networks, 2023

Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection.

Lorenzo Perini, Paul-Christian Bürkner, Arto Klami

Proceedings of the International Conference on Machine Learning, 2023

Transformed Gaussian Processes for Characterizing a Model's Discrepancy.

Aurélien Nioche, Ville Tanskanen, Marcelo Hartmann, Arto Klami

Proceedings of the Asian Conference on Machine Learning, 2023

2022

Scalable Crop Yield Prediction with Sentinel-2 Time Series and Temporal Convolutional Network.

Maria Yli-Heikkilä, Samantha Wittke, Markku Luotamo, Eetu Puttonen, Mika Sulkava, Petri Pellikka, Janne Heiskanen, Arto Klami

Remote. Sens., 2022

Neural network for determining an asteroid mineral composition from reflectance spectra.

David Korda, Antti Penttilä, Arto Klami, Tomás Kohout

CoRR, 2022

How Suitable Is Your Naturalistic Dataset for Theory-based User Modeling?

Aini Putkonen, Aurélien Nioche, Ville Tanskanen, Arto Klami, Antti Oulasvirta

Proceedings of the UMAP '22: 30th ACM Conference on User Modeling, Adaptation and Personalization, Barcelona, Spain, July 4, 2022

Traversing Time with Multi-Resolution Gaussian Process State-Space Models.

Krista Longi, Jakob Lindinger, Olaf Duennbier, Melih Kandemir, Arto Klami, Barbara Rakitsch

Proceedings of the Learning for Dynamics and Control Conference, 2022

Second-order Document Similarity Metrics for Transformers.

Jarkko Lagus, Niki A. Loppi, Arto Klami

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Optimizing singular value based similarity measures for document similarity comparisons.

Jarkko Lagus, Arto Klami

Proceedings of the 5th International Conference on Natural Language and Speech Processing, 2022

Lagrangian manifold Monte Carlo on Monge patches.

Marcelo Hartmann, Mark Girolami, Arto Klami

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Multiscale Cloud Detection in Remote Sensing Images Using a Dual Convolutional Neural Network.

Markku Luotamo, Sari Metsämäki, Arto Klami

IEEE Trans. Geosci. Remote. Sens., 2021

Snapshot hyperspectral imaging using wide dilation networks.

Mikko E. Toivonen, Chang Rajani, Arto Klami

Mach. Vis. Appl., 2021

Visible Light Spectrum Extraction from Diffraction Images by Deconvolution and the Cepstrum.

Mikko E. Toivonen, Topi Talvitie, Chang Rajani, Arto Klami

J. Imaging, 2021

Reliably Calibrated Isotonic Regression.

Otto Nyberg, Arto Klami

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Learning to Lemmatize in the Word Representation Space.

Jarkko Lagus, Arto Klami

Proceedings of the 23rd Nordic Conference on Computational Linguistics, 2021

Modeling Risky Choices in Unknown Environments.

Ville Tanskanen, Chang Rajani, Homayun Afrabandpey, Aini Putkonen, Aurélien Nioche, Arto Klami

Proceedings of the Asian Conference on Machine Learning, 2021

Uplift Modeling with High Class Imbalance.

Otto Nyberg, Tomasz Kusmierczyk, Arto Klami

Proceedings of the Asian Conference on Machine Learning, 2021

2020

Practical Camera Sensor Spectral Response and Uncertainty Estimation.

Mikko E. Toivonen, Arto Klami

J. Imaging, 2020

Mixture of Discrete Normalizing Flows for Variational Inference.

Tomasz Kusmierczyk, Arto Klami

CoRR, 2020

Multi-scale Cloud Detection in Remote Sensing Images using a Dual Convolutional Neural Network.

Markku Luotamo, Sari Metsämäki, Arto Klami

CoRR, 2020

Sensor Placement for Spatial Gaussian Processes with Integral Observations.

Krista Longi, Chang Rajani, Tom Sillanpää, Joni Mäkinen, Timo Rauhala, Ari Salmi, Edward Hæggström, Arto Klami

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Flexible Prior Elicitation via the Prior Predictive Distribution.

Marcelo Hartmann, Georgi Agiashvili, Paul C. Bürkner, Arto Klami

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

Non-Linearities in Gaussian Processes with Integral Observations.

Ville Tanskanen, Krista Longi, Arto Klami

Proceedings of the 30th IEEE International Workshop on Machine Learning for Signal Processing, 2020

Correcting Predictions for Approximate Bayesian Inference.

Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Prior specification via prior predictive matching: Poisson matrix factorization and beyond.

Eliezer de Souza da Silva, Tomasz Kusmierczyk, Marcelo Hartmann, Arto Klami

CoRR, 2019

Variational Bayesian Decision-making for Continuous Utilities.

Tomasz Kusmierczyk, Joseph Sakaya, Arto Klami

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Low-Rank Approximations of Second-Order Document Representations.

Jarkko Lagus, Janne Sinkkonen, Arto Klami

Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018

Transfer-Learning Methods in Programming Course Outcome Prediction.

Jarkko Lagus, Krista Longi, Arto Klami, Arto Hellas

ACM Trans. Comput. Educ., 2018

Lambert Matrix Factorization.

Arto Klami, Jarkko Lagus, Joseph Sakaya

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Benchmarks and models for entity-oriented polarity detection.

Lidia Pivovarova, Arto Klami, Roman Yangarber

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

Detecting Industrial fouling by monotonicity during ultrasonic Cleaning.

Chang Rajani, Arto Klami, Ari Salmi, Timo Rauhala, Edward Hæggström, Petri Myllymäki

Proceedings of the 28th IEEE International Workshop on Machine Learning for Signal Processing, 2018

On Controlling the Size of Clusters in Probabilistic Clustering.

Aditya Jitta, Arto Klami

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Partially hidden Markov models for privacy-preserving modeling of indoor trajectories.

Aditya Jitta, Arto Klami

Neurocomputing, 2017

Importance Sampled Stochastic Optimization for Variational Inference.

Joseph Sakaya, Arto Klami

Proceedings of the Thirty-Third Conference on Uncertainty in Artificial Intelligence, 2017

HCS at SemEval-2017 Task 5: Polarity detection in business news using convolutional neural networks.

Lidia Pivovarova, Llorenç Escoter, Arto Klami, Roman Yangarber

Proceedings of the 11th International Workshop on Semantic Evaluation, 2017

Few-to-few Cross-domain Object Matching.

Aditya Jitta, Arto Klami

Proceedings of the 3rd Workshop on Advanced Methodologies for Bayesian Networks, 2017

Semi-supervised Convolutional Neural Networks for Identifying Wi-Fi Interference Sources.

Krista Longi, Teemu Pulkkinen, Arto Klami

Proceedings of The 9th Asian Conference on Machine Learning, 2017

2016

Using regression makes extraction of shared variation in multiple datasets easy.

Jussi Korpela, Andreas Henelius, Lauri Ahonen, Arto Klami, Kai Puolamäki

Data Min. Knowl. Discov., 2016

Probabilistic Size-constrained Microclustering.

Arto Klami, Aditya Jitta

Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, 2016

Automatic Inference of Programming Performance and Experience from Typing Patterns.

Juho Leinonen, Krista Longi, Arto Klami, Arto Vihavainen

Proceedings of the 47th ACM Technical Symposium on Computing Science Education, 2016

Typing Patterns and Authentication in Practical Programming Exams.

Juho Leinonen, Krista Longi, Arto Klami, Alireza Ahadi, Arto Vihavainen

Proceedings of the 2016 ACM Conference on Innovation and Technology in Computer Science Education, 2016

2015

Group Factor Analysis.

Arto Klami, Seppo Virtanen, Eemeli Leppäaho, Samuel Kaski

IEEE Trans. Neural Networks Learn. Syst., 2015

Towards brain-activity-controlled information retrieval: Decoding image relevance from MEG signals.

Jukka-Pekka Kauppi, Melih Kandemir, Veli-Matti Saarinen, Lotta Hirvenkari, Lauri Parkkonen, Arto Klami, Riitta Hari, Samuel Kaski

NeuroImage, 2015

Identification of programmers from typing patterns.

Krista Longi, Juho Leinonen, Henrik Nygren, Joni Salmi, Arto Klami, Arto Vihavainen

Proceedings of the 15th Koli Calling Conference on Computing Education Research, 2015

IntentStreams: Smart Parallel Search Streams for Branching Exploratory Search.

Salvatore Andolina, Khalil Klouche, Jaakko Peltonen, Mohammad E. Hoque, Tuukka Ruotsalo, Diogo Cabral, Arto Klami, Dorota Glowacka, Patrik Floréen, Giulio Jacucci

Proceedings of the 20th International Conference on Intelligent User Interfaces, 2015

Latent feature regression for multivariate count data.

Arto Klami, Abhishek Tripathi, Johannes Sirola, Lauri Väre, Frédéric Roulland

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

2014

Multi-task and multi-view learning of user state.

Melih Kandemir, Akos Vetek, Mehmet Gönen, Arto Klami, Samuel Kaski

Neurocomputing, 2014

Group-sparse Embeddings in Collective Matrix Factorization.

Arto Klami, Guillaume Bouchard, Abhishek Tripathi

Proceedings of the 2nd International Conference on Learning Representations, 2014

Polya-gamma augmentations for factor models.

Arto Klami

Proceedings of the Sixth Asian Conference on Machine Learning, 2014

2013

Bayesian object matching.

Arto Klami

Mach. Learn., 2013

Bayesian Canonical correlation analysis.

Arto Klami, Seppo Virtanen, Samuel Kaski

J. Mach. Learn. Res., 2013

Gaussian process-based predictive modeling for bus ridership.

Sourav Bhattacharya, Santi Phithakkitnukoon, Petteri Nurmi, Arto Klami, Marco Veloso, Carlos Bento

Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012

Bayesian Group Factor Analysis.

Seppo Virtanen, Arto Klami, Suleiman A. Khan, Samuel Kaski

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Variational Bayesian Matching.

Arto Klami

Proceedings of the 4th Asian Conference on Machine Learning, 2012

Factorized Multi-Modal Topic Model.

Seppo Virtanen, Yangqing Jia, Arto Klami, Trevor Darrell

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Unsupervised Inference of Auditory Attention from Biosensors.

Melih Kandemir, Arto Klami, Akos Vetek, Samuel Kaski

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011

Matching samples of multiple views.

Abhishek Tripathi, Arto Klami, Matej Oresic, Samuel Kaski

Data Min. Knowl. Discov., 2011

Bayesian CCA via Group Sparsity.

Seppo Virtanen, Arto Klami, Samuel Kaski

Proceedings of the 28th International Conference on Machine Learning, 2011

2010

Infinite factorization of multiple non-parametric views.

Simon Rogers, Arto Klami, Janne Sinkkonen, Mark A. Girolami, Samuel Kaski

Mach. Learn., 2010

Pinview: Implicit Feedback in Content-Based Image Retrieval.

Peter Auer, Zakria Hussain, Samuel Kaski, Arto Klami, Jussi Kujala, Jorma Laaksonen, Alex Po Leung, Kitsuchart Pasupa, John Shawe-Taylor

Proceedings of the First Workshop on Applications of Pattern Analysis, 2010

Bayesian exponential family projections for coupled data sources.

Arto Klami, Seppo Virtanen, Samuel Kaski

Proceedings of the UAI 2010, 2010

Variational Bayesian Mixture of Robust CCA Models.

Jaakko Viinikanoja, Arto Klami, Samuel Kaski

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

2009

GaZIR: gaze-based zooming interface for image retrieval.

László Kozma, Arto Klami, Samuel Kaski

Proceedings of the 11th International Conference on Multimodal Interfaces, 2009

Learning to rank images from eye movements.

Kitsuchart Pasupa, Craig Saunders, Sándor Szedmák, Arto Klami, Samuel Kaski, Steve R. Gunn

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Using dependencies to pair samples for multi-view learning.

Abhishek Tripathi, Arto Klami, Samuel Kaski

Proceedings of the IEEE International Conference on Acoustics, 2009

Fast dependent components for fMRI analysis.

Eerika Savia, Arto Klami, Samuel Kaski

Proceedings of the IEEE International Conference on Acoustics, 2009

2008

Modeling of mutual dependencies.

Arto Klami

PhD thesis, 2008

Probabilistic approach to detecting dependencies between data sets.

Arto Klami, Samuel Kaski

Neurocomputing, 2008

Simple integrative preprocessing preserves what is shared in data sources.

Abhishek Tripathi, Arto Klami, Samuel Kaski

BMC Bioinform., 2008

Can relevance of images be inferred from eye movements?

Arto Klami, Craig Saunders, Teófilo Emídio de Campos, Samuel Kaski

Proceedings of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval, 2008

2007

Local dependent components.

Arto Klami, Samuel Kaski

Proceedings of the Machine Learning, 2007

2005

Discriminative clustering.

Samuel Kaski, Janne Sinkkonen, Arto Klami

Neurocomputing, 2005

Non-parametric dependent components.

Arto Klami, Samuel Kaski

Proceedings of the 2005 IEEE International Conference on Acoustics, 2005

2004

Improved learning of Riemannian metrics for exploratory analysis.

Jaakko Peltonen, Arto Klami, Samuel Kaski

Neural Networks, 2004

2003

Regularized discriminative clustering.

Samuel Kaski, Janne Sinkkonen, Arto Klami

Proceedings of the NNSP 2003, 2003

2002

Learning More Accurate Metrics for Self-Organizing Maps.

Jaakko Peltonen, Arto Klami, Samuel Kaski

Proceedings of the Artificial Neural Networks, 2002