P. Parviainen

发表

Ancestor Relations in the Presence of Unobserved Variables

Mikko Koivisto, Pekka Parviainen, M. Koivisto, 2011, ECML/PKDD.

Scalable Bayesian Network Structure Learning via Maximum Acyclic Subgraph

P. Parviainen, P. Gillot, 2020, PGM.

Cocoon Predation by Small Mammals, and Pine Sawfly Population Dynamics

I. Hanski, P. Parviainen, 1985 .

Learning Bounded Tree-width Bayesian Networks using Integer Linear Programming

Jens Lagergren, Hossein Shahrabi Farahani, Pekka Parviainen, 2014, AISTATS.

Realistic mask generation for matter-wave lithography via machine learning

P. Parviainen, B. Holst, A. S. Palau, 2022, Machine Learning: Science and Technology.

The Twenty-ninth Annual Conference on Neural Information Processing Systems (NIPS), Montreal, 6.-12.12.2015

Janne H. Korhonen, Pekka Parviainen, P. Parviainen, 2015 .

Temperament Clusters in a Normal Population: Implications for Health and Disease

Eliza Congdon, Heikki Mannila, Tuija Tammelin, 2012, PloS one.

On Bayesian Networks and Partial Orders

P. Parviainen, 2009 .

Algorithms for Exact Structure Discovery in Bayesian Networks

Pekka Parviainen, P. Parviainen, 2012 .

Species Tree Inference Using a Mixture Model.

Jens Lagergren, Pekka Parviainen, J. Lagergren, 2015, Molecular biology and evolution.

Evaluation of the post-partum mare in relation to foal heat breeding. II. Uterine swabbing and biopsies.

P. Parviainen, T. Katila, E. Koskinen, 1988, Zentralblatt fur Veterinarmedizin. Reihe A.

Fast Zeta Transforms for Lattices with Few Irreducibles

Andreas Björklund, Thore Husfeldt, Mikko Koivisto, 2016, TALG.

Tractable Bayesian Network Structure Learning with Bounded Vertex Cover Number

Janne H. Korhonen, Pekka Parviainen, P. Parviainen, 2015, NIPS.

Exact Learning of Bounded Tree-width Bayesian Networks

Janne H. Korhonen, Pekka Parviainen, P. Parviainen, 2013, AISTATS.

Vertical elliptical coronas caused by pollen.

C. Bohren, P. Parviainen, V. Mäkelä, 1994, Applied optics.

Local Structure Discovery in Bayesian Networks

Teppo Niinimaki, Pekka Parviainen, P. Parviainen, 2012, UAI.

Learning structures of Bayesian networks for variable groups

Samuel Kaski, Pekka Parviainen, Samuel Kaski, 2015, Int. J. Approx. Reason..

Structure Discovery in Bayesian Networks by Sampling Partial Orders

Mikko Koivisto, Teppo Niinimaki, Pekka Parviainen, 2016, J. Mach. Learn. Res..

Sunset science. I. The mock mirage.

G. Kattawar, P. Parviainen, A. T. Young, 1997, Applied optics.

Distributed Bayesian matrix factorization with limited communication

Samuel Kaski, Pekka Parviainen, Paul Blomstedt, 2017, Machine Learning.

Partial Order MCMC for Structure Discovery in Bayesian Networks

Mikko Koivisto, Teppo Niinimaki, Pekka Parviainen, 2011, UAI.

A space-time tradeoff for permutation problems

Mikko Koivisto, Pekka Parviainen, M. Koivisto, 2010, SODA '10.

Finding optimal Bayesian networks using precedence constraints

Mikko Koivisto, Pekka Parviainen, M. Koivisto, 2013, J. Mach. Learn. Res..

Bayesian structure discovery in Bayesian networks with less space

Mikko Koivisto, Pekka Parviainen, M. Koivisto, 2010, AISTATS.

Measuring Adversarial Robustness using a Voronoi-Epsilon Adversary pdf

Ketil Malde, Hyeongji Kim, P. Parviainen, 2020, NLDL.

Convergence of Feedback Arc Set-Based Heuristics for Linear Structural Equation Models

P. Parviainen, P. Gillot, 2022, PGM.

Learning Large DAGs by Combining Continuous Optimization and Feedback Arc Set Heuristics pdf

Pekka Parviainen, Pierre Gillot, P. Parviainen, 2021, AAAI.

Bayesian Networks for Variable Groups pdf

Samuel Kaski, Pekka Parviainen, Samuel Kaski, 2015, Probabilistic Graphical Models.