Ernst Ahlberg

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 15

Top Topics

Conformal Prediction

K Nearest Neighbour

Confidence Levels

Learning Strategies

Top Venues

J. Chem. Inf. Model.

Ann. Math. Artif. Intell.

Publications

Staffan Arvidsson McShane, Ulf Norinder, Jonathan Alvarsson, Ernst Ahlberg, Lars Carlsson, Ola Spjuth
CPSign: conformal prediction for cheminformatics modeling. J. Cheminformatics 16 (1) (2024)
Staffan Arvidsson McShane, Ernst Ahlberg, Tobias Noeske, Ola Spjuth
Machine Learning Strategies When Transitioning between Biological Assays. J. Chem. Inf. Model. 61 (7) (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alexander Gammerman
Retrain or not retrain: Conformal test martingales for change-point detection. CoRR (2021)
Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström
Evaluation of updating strategies for conformal predictive systems in the presence of extreme events. COPA (2021)
Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex J. Gammerman
Retrain or not retrain: conformal test martingales for change-point detection. COPA (2021)
Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson
Conformal calibrators. COPA (2020)
Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström
Evaluating different approaches to calibrating conformal predictive systems. COPA (2020)
Rubén Buendía, Thierry Kogej, Ola Engkvist, Lars Carlsson, Henrik Linusson, Ulf Johansson, Paolo Toccaceli, Ernst Ahlberg
Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors. J. Chem. Inf. Model. 59 (3) (2019)
Ernst Ahlberg, Rubén Buendía, Lars Carlsson
Using Venn-Abers predictors to assess cardio-vascular risk. COPA (2018)
Rubén Buendía, Ola Engkvist, Lars Carlsson, Thierry Kogej, Ernst Ahlberg
Venn-Abers predictors for improved compound iterative screening in drug discovery. COPA (2018)
Ernst Ahlberg, Oscar Hammar, Claus Bendtsen, Lars Carlsson
Current application of conformal prediction in drug discovery - Two useful applications. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson
Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery. COPA (2017)
Jiangming Sun, Lars Carlsson, Ernst Ahlberg, Ulf Norinder, Ola Engkvist, Hongming Chen
Applying Mondrian Cross-Conformal Prediction To Estimate Prediction Confidence on Large Imbalanced Bioactivity Data Sets. J. Chem. Inf. Model. 57 (7) (2017)
Lars Carlsson, Claus Bendtsen, Ernst Ahlberg
Comparing Performance of Different Inductive and Transductive Conformal Predictors Relevant to Drug Discovery. COPA (2017)
Claus Bendtsen, Andrea Degasperi, Ernst Ahlberg, Lars Carlsson
Improving machine learning in early drug discovery. Ann. Math. Artif. Intell. 81 (1-2) (2017)
Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd
Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS (2015)
Ernst Ahlberg, Ola Spjuth, Catrin Hasselgren, Lars Carlsson
Interpretation of Conformal Prediction Classification Models. SLDS (2015)
Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson
Modifications to p-Values of Conformal Predictors. SLDS (2015)