George J. Pappas

11

Papers

0

Total Citations

Papers (11)

Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands

Conformal Prediction with Learned Features

Guarantees for Nonlinear Representation Learning: Non-identical Covariates, Dependent Data, Fewer Samples

Adversarial Robustness with Semi-Infinite Constrained Learning

Linear Convergence in Federated Learning: Tackling Client Heterogeneity and Sparse Gradients

Safe Pontryagin Differentiable Programming

Model-Based Domain Generalization

NOMAD: Nonlinear Manifold Decoders for Operator Learning

Probable Domain Generalization via Quantile Risk Minimization

Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds

The noise level in linear regression with dependent data