Fundamentals and Recent Developments in Approximate Bayesian Computation von Lintusaari, Jarno, Gutmann, Michael U., Dutta, Ritabrata, Kaski, Samuel, Corander, Jukka

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Likelihood-free inference via classification von Gutmann, Michael U., Dutta, Ritabrata, Kaski, Samuel, Corander, Jukka

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Bayesian inference of atomistic structure in functional materials von Todorović, Milica, Gutmann, Michael U., Corander, Jukka, Rinke, Patrick

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Genome-wide CRISPR screen identifies host dependency factors for influenza A virus infection von Li, Bo, Clohisey, Sara M., Chia, Bing Shao, Wang, Bo, Cui, Ang, Eisenhaure, Thomas, Schweitzer, Lawrence D., Hoover, Paul, Parkinson, Nicholas J., Nachshon, Aharon, Smith, Nikki, Regan, Tim, Farr, David, Gutmann, Michael U., Bukhari, Syed Irfan, Law, Andrew, Sangesland, Maya, Gat-Viks, Irit, Digard, Paul, Vasudevan, Shobha, Lingwood, Daniel, Dockrell, David H., Doench, John G., Baillie, J. Kenneth, Hacohen, Nir

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An Extendable Python Implementation of Robust Optimization Monte Carlo von Gkolemis, Vasilis, Gutmann, Michael, Pesonen, Henri

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Inference and uncertainty quantification of stochastic gene expression via synthetic models von Öcal, Kaan, Gutmann, Michael U, Sanguinetti, Guido, Grima, Ramon

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Spatio-chromatic adaptation via higher-order canonical correlation analysis of natural images von Gutmann, Michael U, Laparra, Valero, Hyvärinen, Aapo, Malo, Jesús

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Weak Epistasis May Drive Adaptation in Recombining Bacteria von Arnold, Brian J, Gutmann, Michael U, Grad, Yonatan H, Sheppard, Samuel K, Corander, Jukka, Lipsitch, Marc, Hanage, William P

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On the Identifiability of Transmission Dynamic Models for Infectious Diseases von Lintusaari, Jarno, Gutmann, Michael U, Kaski, Samuel, Corander, Jukka

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Systematic comparison of ranking aggregation methods for gene lists in experimental results von Wang, Bo, Law, Andy, Regan, Tim, Parkinson, Nicholas, Cole, Joby, Russell, Clark D, Dockrell, David H, Gutmann, Michael U, Baillie, J Kenneth

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Molecular Patterns in Acute Pancreatitis Reflect Generalizable Endotypes of the Host Response to Systemic Injury in Humans von Neyton, Lucile P. A., Zheng, Xiaozhong, Skouras, Christos, Doeschl-Wilson, Andrea, Gutmann, Michael U., Uings, Iain, Rao, Francesco V., Nicolas, Armel, Marshall, Craig, Wilson, Lisa-Marie, Baillie, J. Kenneth, Mole, Damian J.

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Designing optimal behavioral experiments using machine learning von Valentin, Simon, Kleinegesse, Steven, Bramley, Neil R, Seriès, Peggy, Gutmann, Michael U, Lucas, Christopher G

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Femtosecond broadband fluorescence upconversion spectroscopy: Spectral coverage versus efficiency von Gerecke, Mario, Bierhance, Genaro, Gutmann, Michael, Ernsting, Nikolaus P., Rosspeintner, Arnulf

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Frequency-dependent selection in vaccine-associated pneumococcal population dynamics von Corander, Jukka, Fraser, Christophe, Gutmann, Michael U., Arnold, Brian, Hanage, William P., Bentley, Stephen D., Lipsitch, Marc, Croucher, Nicholas J.

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Statistical applications of contrastive learning von Gutmann, Michael U., Kleinegesse, Steven, Rhodes, Benjamin

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ELFI: Engine for Likelihood-Free Inference von Lintusaari, Jarno, Vuollekoski, Henri, Kangasraasio, Antti, Skyten, Kusti, Jarvenpaa, Marko, Marttinen, Pekka, Gutmann, Michael U, Vehtari, Aki, Corander, Jukka, Kaski, Samuel

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Simultaneous Estimation of Nongaussian Components and Their Correlation Structure von Sasaki, Hiroaki, Gutmann, Michael U., Shouno, Hayaru, Hyvärinen, Aapo

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Direct Learning of Sparse Changes in Markov Networks by Density Ratio Estimation von Liu, Song, Quinn, John A., Gutmann, Michael U., Suzuki, Taiji, Sugiyama, Masashi

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A platinum(IV) prodrug strategy to overcome glutathione-based oxaliplatin resistance von Fronik, Philipp, Gutmann, Michael, Vician, Petra, Stojanovic, Mirjana, Kastner, Alexander, Heffeter, Petra, Pirker, Christine, Keppler, Bernhard K., Berger, Walter, Kowol, Christian R.

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A three-layer model of natural image statistics von Gutmann, Michael U., Hyvärinen, Aapo

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