Pradeep Ravikumar

10 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-5635-5765

Publications

• Faith-Shap: The Faithful Shapley Interaction Index — Journal of Machine Learning Research 2023 (name-matched, not ORCID-linked)
• Fundamental Limits and Tradeoffs in Invariant Representation Learning — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Robust estimation via robust gradient estimation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2020
• Identifiability of nonparametric mixture models and Bayes optimal clustering — The Annals of Statistics 2020
• Cost-Sensitive Learning with Noisy Labels — Journal of Machine Learning Research 2017 (name-matched, not ORCID-linked)
• Graphical Models via Univariate Exponential Family Distributions — Journal of Machine Learning Research 2015 (name-matched, not ORCID-linked)
• QUIC: Quadratic Approximation for Sparse Inverse Covariance Estimation — Journal of Machine Learning Research 2014 (name-matched, not ORCID-linked)
• High-dimensional Ising model selection using ℓ1-regularized logistic regression — The Annals of Statistics 2010
• Message-passing for Graph-structured Linear Programs: Proximal Methods and Rounding Schemes — Journal of Machine Learning Research 2010 (name-matched, not ORCID-linked)
• Sparse additive models — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2009