Achim Hekler

16 papers A* 1C 5Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Beyond Overconfidence: Foundation Models Redefine Calibration in Deep Neural Networks.
CoRR
Achim Hekler, Lukas Kuhn, Florian Buettner
2024 J jnl
Clinical Melanoma Diagnosis with Artificial Intelligence: Insights from a Prospective Multicenter Study.
CoRR
Lukas Heinlein, Roman C. Maron, Achim Hekler, Sarah Haggenmüller, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Eva Krieghoff-Henning, Titus J. Brinker
2023 A* conf
Test Time Augmentation Meets Post-hoc Calibration: Uncertainty Quantification under Real-World Conditions.
AAAI
Achim Hekler, Titus J. Brinker, Florian Buettner
2023 J jnl
Using Multiple Dermoscopic Photographs of One Lesion Improves Melanoma Classification via Deep Learning: A Prognostic Diagnostic Accuracy Study.
CoRR
Achim Hekler, Roman C. Maron, Sarah Haggenmüller, Max Schmitt, Christoph Wies, Jochen S. Utikal, Friedegund Meier, Sarah Hobelsberger, Frank Friedrich Gellrich, Mildred Sergon, Axel Hauschild, Lars E. French, Lucie Heinzerling, Justin G. Schlager, Kamran Ghoreschi, Max Schlaak, Franz J. Hilke, Gabriela Poch, Sören Korsing, Carola Berking, Markus V. Heppt, Michael Erdmann, Sebastian Haferkamp, Konstantin Drexler, Dirk Schadendorf, Wiebke Sondermann, Matthias Goebeler, Bastian Schilling, Jakob Nikolas Kather, Eva Krieghoff-Henning, Titus J. Brinker
2013 C conf
Optimal sequence-based LQG control over TCP-like networks subject to random transmission delays and packet losses.
ACC
Jörg Fischer, Achim Hekler, Maxim Dolgov, Uwe D. Hanebeck
2012 C conf
Control over unreliable networks based on control input densities.
FUSION
Achim Hekler, Jörg Fischer, Uwe D. Hanebeck
2012 C conf
Open-loop feedback control of nonlinear stochastic systems based on deterministic dirac mixture densities.
ACC
Achim Hekler, Christof Chlebek, Uwe D. Hanebeck
2012 J jnl
Optimal Sequence-Based LQG Control over TCP-like Networks Subject to Random Transmission Delays and Packet Losses
CoRR
Jörg Fischer, Achim Hekler, Maxim Dolgov, Uwe D. Hanebeck
2012 J jnl
Sequence-Based Control for Networked Control Systems Based on Virtual Control Inputs
CoRR
Achim Hekler, Jörg Fischer, Uwe D. Hanebeck
2012 — conf
Sequence-based control for networked control systems based on virtual control inputs.
CDC
Achim Hekler, Jörg Fischer, Uwe D. Hanebeck
2012 C conf
State estimation in Networked Control Systems.
FUSION
Jörg Fischer, Achim Hekler, Uwe D. Hanebeck
2012 — conf
Stochastic nonlinear model predictive control based on progressive density simplification.
CDC
Christof Chlebek, Achim Hekler, Uwe D. Hanebeck
2011 — conf
Stochastic nonlinear open-loop feedback control with guaranteed error bounds using compactly supported wavelets.
CDC/ECC
Achim Hekler, Martin Kiefel, Uwe D. Hanebeck
2010 — conf
Nonlinear Bayesian estimation with compactly supported wavelets.
CDC
Achim Hekler, Martin Kiefel, Uwe D. Hanebeck
2010 C conf
Nonlinear Model Predictive Control Considering Stochastic and Systematic Uncertainties with Sets of Densities.
CCA
Achim Hekler, Daniel Lyons, Benjamin Noack, Uwe D. Hanebeck
2010 — conf
Robust model predictive control with least favorable measurements.
MFI
Daniel Lyons, Achim Hekler, Markus Kuderer, Uwe D. Hanebeck