Browsing by Author "Heinonen, Markus"

Title: Bayesian Inference for Optimal Transport with Stochastic Cost Author(s): Mallasto, Anton; Heinonen, Markus; Kaski, Samuel Date: 2021 Series: Proceedings of Asian Conference on Machine Learning, Proceedings of Machine Learning Research, Volume 157

Title: Bayesian metabolic flux analysis reveals intracellular flux couplings Author(s): Heinonen, Markus; Osmala, Maria; Mannerström, Henrik; Wallenius, Janne; Kaski, Samuel; Rousu, Juho; Lähdesmäki, Harri Date: 2019-07-15 Series: Bioinformatics, Volume 35, issue 14

Title: A block of wooden multi-storey buildings to Isokuusi, Tampere - Wooden claddings in housing architecture Author(s): Heinonen, Markus Date: 2013 School of Arts, Design and Architecture | Master's thesis

Title: Continuous-time Model-based Reinforcement Learning Author(s): Yildiz, Cagatay; Heinonen, Markus; Lähdesmäki, Harri Date: 2021-07-21 Series: Proceedings of the 38th International Conference on Machine Learning, ICML 2021, Proceedings of Machine Learning Research, Volume 139

Title: De-randomizing MCMC dynamics with the diffusion Stein operator Author(s): Shen, Zheyang; Heinonen, Markus; Kaski, Samuel Date: 2021 Series: Advances in Neural Information Processing Systems 34 pre-proceedings (NeurIPS 2021), Advances in Neural Information Processing Systems

Title: Deep learning with differential Gaussian process flows Author(s): Hegde, Pashupati; Heinonen, Markus; Lähdesmäki, Harri; Kaski, Samuel Date: 2019-04 Series: The 22nd International Conference on Artificial Intelligence and Statistic, Volume 89, Proceedings of Machine Learning Research

Title: Elämänkaariasumisen vaikutus paikallisyhteisöön ja asuntomarkkinoihin Author(s): Heinonen, Markus Date: 2008 Insinööritieteiden ja arkkitehtuurin tiedekunta | Bachelor's thesis

Title: Evolving-Graph Gaussian Processes Author(s): Blanco-Mulero, David; Heinonen, Markus; Kyrki, Ville Date: 2021-07

Title: Genome wide analysis of protein production load in Trichoderma reesei Author(s): Pakula, Tiina M.; Nygren, Heli; Barth, Dorothee; Heinonen, Markus; Castillo, Sandra; Penttilä, Merja; Arvas, Mikko Date: 2016-06-28 Series: BIOTECHNOLOGY FOR BIOFUELS, Volume 9, issue 1

Title: Harmonizable mixture kernels with variational Fourier features Author(s): Shen, Zheyang; Heinonen, Markus; Kaski, Samuel Date: 2019-05 Series: The 22nd International Conference on Artificial Intelligence and Statistic, Volume 89, Proceedings of Machine Learning Research

Title: Human-in-the-loop assisted de novo molecular design Author(s): Sundin, Iiris; Voronov, Alexey; Xiao, Haoping; Papadopoulos, Kostas; Bjerrum, Esben Jannik; Heinonen, Markus; Patronov, Atanas; Kaski, Samuel; Engkvist, Ola Date: 2022-12 Series: JOURNAL OF CHEMINFORMATICS, Volume 14, issue 1

Title: Incorporating functional summary information in Bayesian neural networks using a Dirichlet process likelihood approach Author(s): Raj, Vishnu; Cui, Tianyu; Heinonen, Markus; Marttinen, Pekka Date: 2023 Series: Proceedings of The 26th International Conference on Artificial Intelligence and Statistics (AISTATS) 2023, Proceedings of Machine Learning Research, Volume 206

Title: Kaksikäämikone redundanttisessa taajuusmuuttajakäytössä Author(s): Heinonen, Markus Date: 2018-05-14 Sähkötekniikan korkeakoulu | Master's thesis

Title: Learning spectrograms with convolutional spectral kernels Author(s): Shen, Zheyang; Heinonen, Markus; Kaski, Samuel Date: 2020 Series: The 23rd International Conference on Artificial Intelligence and Statistics, Proceedings of Machine Learning Research, Volume 108

Title: Learning unknown ODE models with Gaussian processes Author(s): Heinonen, Markus; Yildiz, Cagatay; Mannerström, Henrik; Intosalmi, Jukka; Lähdesmäki, Harri Date: 2018 Series: Proceedings of the 35th International Conference on Machine Learning, ICML 2018, Volume 5, Proceedings of Machine Learning Research, Volume 80

Title: Learning with multiple pairwise kernels for drug bioactivity prediction Author(s): Cichonska, Anna; Pahikkala, Tapio; Szedmak, Sandor; Julkunen, Heli; Airola, Antti; Heinonen, Markus; Aittokallio, Tero; Rousu, Juho Date: 2018-07-01 Series: Bioinformatics, Volume 34, issue 13

Title: Likelihood-Free Inference with Deep Gaussian Processes Author(s): Aushev, Alexander; Pesonen, Henri; Heinonen, Markus; Corander, Jukka; Kaski, Samuel Date: 2022-10 Series: Computational Statistics & Data Analysis, Volume 174

Title: Metabolite Identification through Machine Learning- Tackling CASMI Challenge Using FingerID Author(s): Shen, Huibin; Zamboni, Nicola; Heinonen, Markus; Rousu, Juho Date: 2013 Series: METABOLITES, Volume 3, issue 2

Title: MGPfusion Author(s): Jokinen, Emmi; Heinonen, Markus; Lähdesmäki, Harri Date: 2018-07-01 Series: Bioinformatics, Volume 34, issue 13

Title: Modeling binding specificities of transcription factor pairs with random forests Author(s): Antikainen, Anni A.; Heinonen, Markus; Lähdesmäki, Harri Date: 2022-06-03 Series: BMC Bioinformatics, Volume 23, issue 1

Browsing by Author "Heinonen, Markus"

Browsing by Author "Heinonen, Markus"

Search archive

Submit a publication

Browse

All of archive