:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Brenning, Alexander, Suesse, Thomas
Format:	Preprint
Published:	2026
Subjects:	Machine Learning I.2; J.2
Online Access:	https://arxiv.org/abs/2603.29981
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Beyond One-Time Validation: A Framework for Adaptive Validation of Prognostic and Diagnostic AI-based Medical Devices
by: Hellmeier, Florian, et al.
Published: (2024)

Spatially Resolved Meteorological and Ancillary Data in Central Europe for Rainfall Streamflow Modeling
by: Vischer, Marc Aurel, et al.
Published: (2025)

LaPro-DTA: Latent Dual-View Drug Representations and Salient Protein Feature Extraction for Generalizable Drug--Target Affinity Prediction
by: Dun, Zihan, et al.
Published: (2026)

Co-Diffusion: An Affinity-Aware Two-Stage Latent Diffusion Framework for Generalizable Drug-Target Affinity Prediction
by: Qian, Yining, et al.
Published: (2026)

It's All Connected: Topology-Aware Structural Graph Encoding Improves Performance on Polymer Prediction
by: Erdogan, H. Ibrahim, et al.
Published: (2026)

Bias by Necessity: Impossibility Theorems for Sequential Processing with Convergent AI and Human Validation
by: Wu, Jikun, et al.
Published: (2026)

Hierarchical Pooling and Explainability in Graph Neural Networks for Tumor and Tissue-of-Origin Classification Using RNA-seq Data
by: Fontanari, Thomas Vaitses, et al.
Published: (2026)

Predicting effect of novel treatments using molecular pathways and real-world data
by: Couetoux, Adrien, et al.
Published: (2025)

A Fast and Generalizable Fourier Neural Operator-Based Surrogate for Melt-Pool Prediction in Laser Processing
by: Benoit, Alix, et al.
Published: (2026)

Aligning Language Models with Observational Data: Opportunities and Risks from a Causal Perspective
by: Loghmani, Erfan
Published: (2025)

Learning IMM Filter Parameters from Measurements using Gradient Descent
by: Brandenburger, André, et al.
Published: (2023)

Lessons Learned from Deploying Adaptive Machine Learning Agents with Limited Data for Real-time Cell Culture Process Monitoring
by: Khuat, Thanh Tung, et al.
Published: (2025)

From Syntax to Semantics: Unveiling the Emergence of Chirality in SMILES Translation Models
by: Li, Zehao, et al.
Published: (2026)

Data-driven models for production forecasting and decision supporting in petroleum reservoirs
by: Fernandes, Mateus A., et al.
Published: (2025)

Geoinformatics-Guided Machine Learning for Power Plant Classification
by: Austin-Gabriel, Blessing, et al.
Published: (2025)

Conformal PM2.5 Mapping Under Spatial Covariate Shift: Satellite-Reanalysis Fusion for Africa's Green Industrial Transition
by: Adjei, Yaw Osei, et al.
Published: (2026)

A Survey of Graph Neural Networks for Drug Discovery: Recent Developments and Challenges
by: Berry, Katherine, et al.
Published: (2025)

Benchmarking the Discovery Engine
by: Foxabbott, Jack, et al.
Published: (2025)

RobustModelMaker: Coupling Bootstrap Stability Selection with Leakage-Safe Nested Cross-Validation for Scientific Machine Learning
by: Barnard, Amanda S
Published: (2026)

Unsupervised Discovery of Clinical Disease Signatures Using Probabilistic Independence
by: Lasko, Thomas A., et al.
Published: (2024)

Challenging the Validity of Personality Tests for Large Language Models
by: Sühr, Tom, et al.
Published: (2023)

Robust and Reliable AI for Predictive Quality in Semiconductor Materials Manufacturing with MLOps and Uncertainty Quantification
by: Gao, Min, et al.
Published: (2026)

DARE-EEG: A Foundation Model for Mining Dual-Aligned Representation of EEG
by: Shao, Yang, et al.
Published: (2026)

Towards Automated Diagnosis of Inherited Arrhythmias: Combined Arrhythmia Classification Using Lead-Aware Spatial Attention Networks
by: Sigfstead, Sophie, et al.
Published: (2026)

Multi-Task Genetic Algorithm with Multi-Granularity Encoding for Protein-Nucleotide Binding Site Prediction
by: Gao, Yiming, et al.
Published: (2026)

Lost in Translation: How Language Re-Aligns Vision for Cross-Species Pathology
by: Arora, Ekansh
Published: (2026)

Latent Space Representation of Electricity Market Curves: Maintaining Structural Integrity
by: Výboh, Martin, et al.
Published: (2025)

Interactive Diabetes Risk Prediction Using Explainable Machine Learning: A Dash-Based Approach with SHAP, LIME, and Comorbidity Insights
by: Allani, Udaya
Published: (2025)

Triplet Feature Fusion for Equipment Anomaly Prediction : An Open-Source Methodology Using Small Foundation Models
by: Yasuno, Takato
Published: (2026)

Parkinson's Disease Detection via Self-Supervised Dual-Channel Cross-Attention on Bilateral Wrist-Worn IMU Signals
by: Zannat, Meheru
Published: (2026)

Time Series Predictions in Unmonitored Sites: A Survey of Machine Learning Techniques in Water Resources
by: Willard, Jared D., et al.
Published: (2023)

A Heterogeneous Long-Micro Scale Cascading Architecture for General Aviation Health Management
by: Chen, Xinhang, et al.
Published: (2026)

Variational Autoencoder with Normalizing flow for X-ray spectral fitting
by: Redmen, Fiona, et al.
Published: (2026)

Quantifying the Energy Floor: Direct Measurement and Replay Buffer Bias in SAC-Based HVAC Control on sbsim
by: Li, Bo, et al.
Published: (2026)

Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition
by: Priarone, Ariel, et al.
Published: (2024)

An Aircraft Upset Recovery System with Reinforcement Learning
by: Demir, Mahir, et al.
Published: (2026)

APC-GNN++: An Adaptive Patient-Centric GNN with Context-Aware Attention and Mini-Graph Explainability for Diabetes Classification
by: Berkani, Khaled
Published: (2025)

Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment
by: Narayanan, Megha R., et al.
Published: (2024)

DeepC4: Deep Conditional Census-Constrained Clustering for Large-scale Multitask Spatial Disaggregation of Urban Morphology
by: Dimasaka, Joshua, et al.
Published: (2025)

DeepDTF: Dual-Branch Transformer Fusion for Multi-Omics Anticancer Drug Response Prediction
by: Zhao, Yuhan, et al.
Published: (2026)