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Pekka Parviainen

Structural perspective on constraint-based learning of Markov networks

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Mar 13, 2024
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Inspecting class hierarchies in classification-based metric learning models

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Jan 26, 2023
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Realistic mask generation for matter-wave lithography via machine learning

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Jul 15, 2022
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Distance-Ratio-Based Formulation for Metric Learning

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Jan 21, 2022
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Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics

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Jul 01, 2021
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Distributed Bayesian Matrix Factorization with Limited Communication

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Feb 13, 2018
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Learning Structures of Bayesian Networks for Variable Groups

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Jun 01, 2017
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Local Structure Discovery in Bayesian Networks

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Oct 16, 2012
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Exact Structure Discovery in Bayesian Networks with Less Space

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May 09, 2012
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Partial Order MCMC for Structure Discovery in Bayesian Networks

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Feb 14, 2012
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