José Pereira

2 papers · 2010–2010 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Gold 🗺️ Taxonomy Completionist (14) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (3) 🧭 Keyword Pioneer

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Venues

NeurIPS (2)

Top co-authors

Andrea Montanari (2) Mohsen Bayati (1) Morteza Ibrahimi (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Core Methods (2) Optimization (2) Optimization & Theory (2) Data Science & Analytics (1) Knowledge & Reasoning (1) Bayesian & Probabilistic (1) Learning Types (1) Mathematics (1) Methods (1) Representation (1) Statistics (1)

Keywords

sparse recovery (1) compressed sensing (1) model selection (1) graph learning (1) composite optimization (1) sparse estimation (1) high-dimensional statistics (1) time series (1) l1 regularization (1) network inference (1) sparse regression (1) approximate message passing (1) lasso regression (1) l1-regularized least squares (1) directed graph (1) asymptotic risk (1) linear observation (1) loss function (1) stochastic differential equation (1) sparse network (1)

Papers

Learning Networks of Stochastic Differential Equations NeurIPS 2010 The LASSO risk: asymptotic results and real world examples NeurIPS 2010