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Arno Solin

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Articles by Arno Solin

Computer Science > Machine Learning

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By Marcus Klasson, Arno Solin, Talal Alrawajfeh
| arXiv
[Submitted on 7 Nov 2024 ( v1 ), last revised 24 Apr 2026 (this version, v5)] Title:Privacy Leakage via Output Label Space and Differentially Private Continual Learning View a PDF of the paper titled Privacy Leakage via Output Label Space and Differentially Private Continual Learning, by Marlon Tobaben and 5 other authors View PDF HTML (experimental) Abstract:Differential privacy (DP) is a formal privacy framework that enables training machine learning (ML) models while protecting...
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[2409.13876] Physics-Informed Variational State-Space Gaussian Processes

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By Arno Solin, Theodoros Damoulas
| arXiv
arXiv:2409.13876 (cs) View PDF Subjects: Machine Learning (cs.LG); Machine Learning (stat.ML) Cite as: arXiv:2409.13876 [cs.LG] (or arXiv:2409.13876v1 [cs.LG] for this version) https://doi.org/10.48550/arXiv.2409.13876 Submission history From: Oliver Hamelijnck [ view email] [v1] Fri, 20 Sep 2024 20:12:11 UTC (2,354 KB) Bibliographic Tools Bibliographic Explorer Toggle Bibliographic Explorer () Litmaps Toggle Litmaps (What is Litmaps?) scite.ai Toggle scite Smart Citations (What are Smart...
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[2406.00561] Learning to Approximate Particle Smoothing Trajectories via Diffusion Generative Models

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By Arno Solin
| arXiv
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[2405.17656] Alignment is Key for Applying Diffusion Models to Retrosynthesis

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By Markus Heinonen, Arno Solin, Vikas Garg, Severi Rissanen
| arXiv
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[2111.03412] Dual Parameterization of Sparse Variational Gaussian Processes

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By Mohammad Emtiyaz, Paul Chang, Mohammad Khan, Arno Solin
| arXiv
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Applied Stochastic Differential Equations

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By Arno Solin, Simo Särkkä
| Cambridge University Press & Assessment
Crossref Citations This book has been cited by the following publications. This list is generated based on data provided by CrossRef. Simón, M. A. Martínez-Garaot, S. Pons, M. and Muga, J. G. 2019. Asymmetric heat transport in ion crystals. Physical Review E, Vol. 100, Issue. 3, CrossRef Google Scholar Hou, Yuxin Kannala, Juho and Solin, Arno 2019. Multi-View Stereo by Temporal Nonparametric Fusion. p. 2651.
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[1912.03249] Gaussian Process Priors for View-Aware Inference

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By Ari Heljakka, Arno Solin
| arXiv
Authors:Yuxin Hou, Ari Heljakka, Arno Solin (Submitted on 6 Dec 2019) Abstract: We derive a principled framework for encoding prior knowledge of information coupling between views or camera poses (translation and orientation) of a single scene. While deep neural networks have become the prominent solution to many tasks in computer vision, some important problems not so well suited for deep models have received less attention.
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