Ernst Ahlberg - RankMe

22 papers Journal 9Unranked 13

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Application of Confidence and Probabilistic Models to Practical Problems. The Importance of Being Learnable Lars Carlsson, Johan Hallberg Szabadváry, Ernst Ahlberg, James Gammerman
2025	J	`jnl`	Classification with Reject Option: Distribution-free Error Guarantees via Conformal Prediction. CoRR Johan Hallberg Szabadváry, Tuwe Löfström, Ulf Johansson, Cecilia Sönströd, Ernst Ahlberg, Lars Carlsson
2025	J	`jnl`	Data-driven federated learning in drug discovery with knowledge distillation. Nat. Mac. Intell. Thierry Hanser, Ernst Ahlberg, Alexander Amberg, Lennart T. Anger, Chris Barber, Richard J. Brennan, Alessandro Brigo, Annie Delaunois, Susanne Glowienke, Nigel Greene, Laura Johnston, Daniel Kuhn, Lara Kuhnke, Jean-François Marchaland, Wolfgang Muster, Jeffrey Plante, Friedrich Rippmann, Yogesh Sabnis, K. Friedemann Schmidt, Ruud van Deursen, Stéphane Werner, Angela White, Jörg Wichard, Tomoya Yukawa
2024	J	`jnl`	CPSign: conformal prediction for cheminformatics modeling. J. Cheminformatics Staffan Arvidsson McShane, Ulf Norinder, Jonathan Alvarsson, Ernst Ahlberg, Lars Carlsson, Ola Spjuth
2024	—	`conf`	Testing Exchangeability between Real and Synthetic Data. COPA Helena Löfström, Lars Carlsson, Ernst Ahlberg
2021	—	`conf`	Evaluation of updating strategies for conformal predictive systems in the presence of extreme events. COPA Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström
2021	J	`jnl`	Machine Learning Strategies When Transitioning between Biological Assays. J. Chem. Inf. Model. Staffan Arvidsson McShane, Ernst Ahlberg, Tobias Noeske, Ola Spjuth
2021	J	`jnl`	Retrain or not retrain: Conformal test martingales for change-point detection. CoRR Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2021	—	`conf`	Retrain or not retrain: conformal test martingales for change-point detection. COPA Vladimir Vovk, Ivan Petej, Ilia Nouretdinov, Ernst Ahlberg, Lars Carlsson, Alex Gammerman
2020	—	`conf`	Conformal calibrators. COPA Vladimir Vovk, Ivan Petej, Paolo Toccaceli, Alexander Gammerman, Ernst Ahlberg, Lars Carlsson
2020	—	`conf`	Evaluating different approaches to calibrating conformal predictive systems. COPA Hugo Werner, Lars Carlsson, Ernst Ahlberg, Henrik Boström
2019	J	`jnl`	Accurate Hit Estimation for Iterative Screening Using Venn-ABERS Predictors. J. Chem. Inf. Model. Rubén Buendía, Thierry Kogej, Ola Engkvist, Lars Carlsson, Henrik Linusson, Ulf Johansson, Paolo Toccaceli, Ernst Ahlberg
2018	—	`conf`	Using Venn-Abers predictors to assess cardio-vascular risk. COPA Ernst Ahlberg, Rubén Buendía, Lars Carlsson
2018	—	`conf`	Venn-Abers predictors for improved compound iterative screening in drug discovery. COPA Rubén Buendía, Ola Engkvist, Lars Carlsson, Thierry Kogej, Ernst Ahlberg
2017	J	`jnl`	Applying Mondrian Cross-Conformal Prediction To Estimate Prediction Confidence on Large Imbalanced Bioactivity Data Sets. J. Chem. Inf. Model. Jiangming Sun, Lars Carlsson, Ernst Ahlberg, Ulf Norinder, Ola Engkvist, Hongming Chen
2017	—	`conf`	Comparing Performance of Different Inductive and Transductive Conformal Predictors Relevant to Drug Discovery. COPA Lars Carlsson, Claus Bendtsen, Ernst Ahlberg
2017	J	`jnl`	Current application of conformal prediction in drug discovery - Two useful applications. Ann. Math. Artif. Intell. Ernst Ahlberg, Oscar Hammar, Claus Bendtsen, Lars Carlsson
2017	J	`jnl`	Improving machine learning in early drug discovery. Ann. Math. Artif. Intell. Claus Bendtsen, Andrea Degasperi, Ernst Ahlberg, Lars Carlsson
2017	—	`conf`	Using Conformal Prediction to Prioritize Compound Synthesis in Drug Discovery. COPA Ernst Ahlberg, Susanne Winiwarter, Henrik Boström, Henrik Linusson, Tuve Löfström, Ulf Norinder, Ulf Johansson, Ola Engkvist, Oscar Hammar, Claus Bendtsen, Lars Carlsson
2015	—	`conf`	Handling Small Calibration Sets in Mondrian Inductive Conformal Regressors. SLDS Ulf Johansson, Ernst Ahlberg, Henrik Boström, Lars Carlsson, Henrik Linusson, Cecilia Sönströd
2015	—	`conf`	Interpretation of Conformal Prediction Classification Models. SLDS Ernst Ahlberg, Ola Spjuth, Catrin Hasselgren, Lars Carlsson
2015	—	`conf`	Modifications to p-Values of Conformal Predictors. SLDS Lars Carlsson, Ernst Ahlberg, Henrik Boström, Ulf Johansson, Henrik Linusson