Embedding Analysis, Model Fingerprinting, Neural Network Archaeology, AI Security
A Conformal Prediction Framework for Uncertainty Quantification in Physics-Informed Neural Networks
arxiv.org·2d
Accuracy Paradox in Large Language Models: Regulating Hallucination Risks in Generative AI
arxiv.org·2d
Deploying a PICO Extractor in Five Steps
towardsdatascience.com·23h
Deploying UDM Series in Real-Life Stuttered Speech Applications: A Clinical Evaluation Framework
arxiv.org·1d
When thinking about causal inference, mechanistic or process models are important. I think that the association of “causal” with black-box models leads to lots...
statmodeling.stat.columbia.edu·1d
TimeCluster with PCA is Equivalent to Subspace Identification of Linear Dynamical Systems
arxiv.org·3d
FedMentor: Domain-Aware Differential Privacy for Heterogeneous Federated LLMs in Mental Health
arxiv.org·1d
Temporal Representation Learning of Phenotype Trajectories for pCR Prediction in Breast Cancer
arxiv.org·1d
LLM Agents at the Roundtable: A Multi-Perspective and Dialectical Reasoning Framework for Essay Scoring
arxiv.org·1d
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