🎲 Uncertainty - tfriedel · Scour

SPACR: Single-Pass Adaptive Training of Uncertainty-Aware Conformal Regressors

🏷️Label Noise Academic

Optimal Stochastic Krylov based Techniques for Large- Scale Log-Determinant Estimation

⚙️MLOps Academic

Taming Perception Jitter: Uncertainty-Aware LiDAR Object Detection for Reliable Motion Classification

👁️Computer Vision Academic

Uncertainty-Aware Intention Prediction for Human-to-Robot Assembly Teleoperation

🖼️Multimodal AI Academic

Uncertainty quantification and multi-stage variable selection for personalized treatment regimes

⚙️MLOps Academic

Stable and Scalable Probabilistic Numerical Solvers for Stiff and High-Dimensional ODEs

⚙️MLOps Academic

Quantifying Uncertainty In Wide Two-Layer Neural Networks: On The Law Of The Limiting Fluctuation Process

🏷️Label Noise Academic

Co-GLANCE: Uncertainty-Aware Active Perception for Heterogeneous Robot Teaming

🖼️Multimodal AI Academic

Conformal inference for cell type annotation with graph-structured constraints

🧠LLMs Academic

A Comparative Study of Deep Learning Models for Geological Carbon Sequestration

🧠LLMs Academic

Disentangling Latent Risk Pathways via Bayesian Hypergraph Inference

🏷️Label Noise Academic

Data-Driven Runway and Taxiway Exits Prediction of Landing Aircraft: A Case Study at Hartsfield-Jackson Atlanta International Airport

🛰️Geospatial AI Academic

Bayesian genome-wide clustering and variable selection of transcriptomic data via rank-based mixtures

🏷️Label Noise Academic

Reconstructing and forecasting disease trajectories of patients with Alzheimer's disease using routine data in resource-constrained settings

🛰️Geospatial AI Academic

Exploring Agentic Tool-Calling Decisions via Uncertainty-Aligned Reinforcement Learning

🤖AI Agents Academic

Confidence, Statistical Evidence and Relative Belief with Applications to a Problem in Particle Physics

🏷️Label Noise Academic

Sensitivity Analysis White Paper

✍️Prompt Engineering Academic

Trust-Aware Predictive Emissions Monitoring for Gas Turbine Fleets with Limited Labelled Data

📊OOD Detection Academic

Bayesian Optimization of a Multi-Product Chemical Reactor Using Composite Models and Partial Physics Knowledge

⚙️MLOps Academic

Uncertainty-aware Multi-fidelity Closure via Conditional Normalizing Flows

🏷️Label Noise Academic

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