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Interpretable Machine Learning for Survival Analysis

Biometrical Journal, Volume 67, Issue 6, December 2025.
ABSTRACT With the spread and rapid advancement of black box machine learning (ML) models, the field of interpretable machine learning (IML) or explainable artificial intelligence (XAI) has become increasingly important over the last decade. This is particularly relevant for survival analysis, where the adoption of IML techniques promotes transparency ...
Sophie Hanna Langbein, Mateusz Krzyziński, Mikołaj Spytek, Hubert Baniecki, Przemysław Biecek, Marvin N. Wright   +5 more
wiley   +1 more source

Analog optical computer for AI inference and combinatorial optimization. [PDF]

Nature
Kalinin KP, Gladrow J, Chu J, Clegg JH, Cletheroe D, Kelly DJ, Rahmani B, Brennan G, Canakci B, Falck F, Hansen M, Kleewein J, Kremer H, O'Shea G, Pickup L, Rajmohan S, Rowstron A, Ruhle V, Braine L, Khedekar S, Berloff NG, Gkantsidis C, Parmigiani F, Ballani H.   +23 more
europepmc   +1 more source

Configuration and reduced-order modeling of a flow system based on experimental data. [PDF]

Sci Rep
Saleem F, Wiora A, Wiora J.
europepmc   +1 more source

JAX-RNAfold: scalable differentiable folding. [PDF]

Bioinformatics
Krueger RK, Ward M.
europepmc   +1 more source

Application of the digital annealer unit in optimizing chemical reaction conditions for enhanced production yields. [PDF]

J Cheminform
Li SC, Wang PH, Su JW, Chiang WY, Yeh TL, Zhavoronkov A, Huang SH, Lin YC, Ou CH, Chen CY.   +9 more
europepmc   +1 more source

Tree-Hillclimb Search: An Efficient and Interpretable Threat Assessment Method for Uncertain Battlefield Environments. [PDF]

Entropy (Basel)
Zeng Z, Peng J, Feng Q.
europepmc   +1 more source

End-to-end Learning of Safe Stimulation Parameters for Cortical Neuroprosthetic Vision

Küçükoğlu B, Rueckauer B, de Ruyter van Steveninck J, van der Grinten M, Güçlütürk Y, Roelfsema PR, Güçlü U, van Gerven M.   +7 more
europepmc   +1 more source