Vivek Goyal

2 papers · 2008–2009 · 1 venue · across top CS/AI venues

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Achievements

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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌟 Keyword Trendsetter Combo (4) 🧭 Keyword Pioneer

📈 Trend Setter

Venues

NeurIPS (2)

Top co-authors

Alyson K. Fletcher (2) Sundeep Rangan (2)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Mathematics (2) Optimization (2) Optimization & Theory (2) Deep Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

sparse recovery (2) compressed sensing (2) sparse coding (1) compressive sensing (1) high-dimensional inference (1) sparse estimation (1) high-dimensional statistics (1) asymptotic analysis (1) map estimation (1) matching pursuit (1) signal detection (1) high-dimensional analysis (1) signal-to-noise ratio (1) sparse optimization (1) replica method (1) sparsity recovery (1) signal recovery (1) maximum correlation (1) basis pursuit (1) sparsity pattern (1)

Papers

Asymptotic Analysis of MAP Estimation via the Replica Method and Compressed Sensing NeurIPS 2009 Resolution Limits of Sparse Coding in High Dimensions NeurIPS 2008