Candès, Emmanuel J.

Stable signal recovery from incomplete and inaccurate measurements

Candès, E. J., Romberg, J. K., & Tao, T. (2006) · Communications on Pure and Applied Mathematics

Sparse and Compressive Sensing TechniquesMathematical Analysis and Transform Methods

Cited by 7,036

Fast Discrete Curvelet Transforms

Candès, E., Demanet, L., Donoho, D., & Ying, L. (2006) · Multiscale Modeling & Simulation

Mathematical Analysis and Transform MethodsImage and Signal Denoising Methods

Cited by 2,573

Conformalized Quantile Regression

Romano, Y., Patterson, E., & Candès, E. J. (2019) · arXiv

Statistical Methods and InferenceForecasting Techniques and Applications

Cited by 236

Conformal Inference of Counterfactuals and Individual Treatment Effects

Lei, L., & Candès, E. J. (2021) · Journal of the Royal Statistical Society Series B: Statistical Methodology

Advanced Causal Inference TechniquesStatistical Methods in Clinical Trials

Cited by 166

Learn then Test: Calibrating Predictive Algorithms to Achieve Risk Control

Angelopoulos, A. N., Bates, S., Candès, E. J., Jordan, M. I., & Lei, L. (2021) · arXiv

Machine Learning and AlgorithmsMachine Learning and Data Classification

Cited by 100

Large language model validity via enhanced conformal prediction methods

Cherian, J., Gibbs, I., & Candès, E. (2024) · Advances in Neural Information Processing Systems 37

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 17

s1: Simple test-time scaling

Muennighoff, N., Yang, Z., Shi, W., Li, X. L., Fei-Fei, L., Hajishirzi, H., Zettlemoyer, L., Liang, P., Candès, E., & Hashimoto, T. (2025) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 12

Large language model validity via enhanced conformal prediction methods

Cherian, J. J., Gibbs, I., & Candès, E. J. (2024) · arXiv

Adversarial Robustness in Machine LearningTopic Modeling

Cited by 10

Automated Hypothesis Validation with Agentic Sequential Falsifications

Huang, K., Jin, Y., Li, R., Li, M. Y., Candès, E., & Leskovec, J. (2025) · arXiv

Artificial Intelligence ApplicationsScientific Computing and Data Management

Cited by 7

Synthetic continued pretraining

Yang, Z., Band, N., Li, S., Candès, E., & Hashimoto, T. (2024) · arXiv

Topic ModelingNatural Language Processing Techniques

Cited by 2