Asymptotic behavior of the Lasso / debiasing Lasso:

The LASSO risk for gaussian matrices. Bayati & Montanari.

Message Passing Algorithms for Compressed Sensing: I. Motivation and Construction. Donoho, Maleki, Montanari.

The Noise-Sensitivity Phase Transition in Compressed Sensing. Donoho, Maleki, Montanari.

Confidence Intervals and Hypothesis Testing for High-Dimensional Regression. Javanmard & Montanari.

Inference for Lasso:

Post-selection Inference for Least Angle Regression and the Lasso. Taylor, Lockhart, Tibshirani, Tibshirani.

Adaptive testing for the graphical Lasso. G'Sell, Taylor, Tibshirani.

Controlling the false discovery rate via knockoffs. Foygel Barber & Candes.