Berlin Institute for the Foundations of Learning and Data

Type

Facility

Country

Germany

DE

ROR

05dsfb086

not unique to one org

OpenAlex

I4401727010

the anchor

Documents

64

through any edge

Papers

64

authorship edges

Awards made

Named as funder

Papers

Documents in the 44B Library with Berlin Institute for the Foundations of Learning and Data on the authorship, newest first.

2026-07-08 · 4 authors here

Distributed Sparse Interventions in Language Models

2026-07-08 · 20 authors here

Large language models enable prognostic stratification of cancer patients using real-world clinical notes

2026-06-11 · 12 authors here

Towards robust foundation models for digital pathology

2026-04-30 · 36 authors here

Explainable AI Predicts Hematoxicity from Cancer Treatment Using Multimodal Real-World Data

2026-04-29 · 5 authors here

Fast and accurate explanations of distance-based classifiers by uncovering latent explanatory structures

2026-01-02 · 5 authors here

Software for dataset-wide XAI: From local explanations to global insights with Zennit, CoRelAy, and ViRelAy

2026-01-01 · 4 authors here

How Forgiving are M/EEG Inverse Solutions to Noise Level Misspecification? An Excursion into the BSI-Zoo

2025-12-11 · 4 authors here

Towards desiderata-driven design of visual counterfactual explainers

2025-10-11 · 4 authors here

Post-hoc Concept Disentanglement: From Correlated to Isolated Concept Representations

2025-10-11 · 5 authors here

Uncovering the Structure of Explanation Quality with Spectral Analysis

2025-10-11 · 3 authors here

XpertAI: Uncovering Regression Model Strategies for Sub-manifolds

2025-09-19 · 7 authors here

MeDi: Metadata-Guided Diffusion Models for Mitigating Biases in Tumor Classification

2025-08-13 · 10 authors here

Characterizing and Predicting End-of-Life Patient Trajectories Using Routine Clinical Data

2025-08-12 · 4 authors here

Ensuring medical AI safety: interpretability-driven detection and mitigation of spurious model behavior and associated data

2025-08-07 · 12 authors here

Exploring the clinical value of concept-based AI explanations in gastrointestinal disease detection

2025-08-03 · 3 authors here

Communication-Efficient Federated Learning Based on Explanation-Guided Pruning for Remote Sensing Image Classification

2025-07-21 · 4 authors here

Mind the modality gap: Towards a remote sensing vision-language model via cross-modal alignment

2025-06-17 · 14 authors here

NebulaStream: An Extensible, High-Performance Streaming Engine for Multi-Modal Edge Applications

2025-03-17 · 6 authors here

Explainable AI reveals Clever Hans effects in unsupervised learning models

2025-02-01 · 14 authors here

Explainability can foster trust in artificial intelligence in geoscience

2025-01-01 · 9 authors here

The utility of explainable AI for MRI analysis: Relating model predictions to neuroimaging features of the aging brain

2025-01-01 · 3 authors here

From Flexibility to Manipulation: The Slippery Slope of XAI Evaluation

2024-12-18 · 3 authors here

Self-Supervised Autoencoders for Visual Anomaly Detection

2024-12-06 · 10 authors here

A Machine Learning and Explainable AI Framework Tailored for Unbalanced Experimental Catalyst Discovery

2024-06-27 · 4 authors here

Dimensions underlying the representational alignment of deep neural networks with humans

Showing 25 of 64 on record.

Funding

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Who funds this work

Funders named on the papers above. The record holds no recipient field, so this is reached through the documents themselves — and the two columns are two different claims, kept apart.

© 2026 NYSGPTLast Updated: August 5, 2026