Kevin Bleakley

2 papers · 2010–2016 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

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Venues

JMLR (1) NeurIPS (1)

Top co-authors

Gérard Biau (1) Jean-philippe Vert (1) Benoît Cadre (1)

Research topics

Machine Learning (2) Mathematics & Optimization (2) Optimization & Theory (2) Data Science & Analytics (1) Deep Learning (1) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1) Optimization (1) Probability (1) Statistics (1)

Keywords

change point detection (1) time series analysis (1) statistical inference (1) regularization (1) distributed computing (1) signal processing (1) time series (1) message passing (1) sparse regression (1) sparse optimization (1) group lars (1) optimization algorithm (1) collaborative inference (1) communication network (1) expander graph (1) statistical precision (1)

Papers

The Statistical Performance of Collaborative Inference JMLR 2016 Fast detection of multiple change-points shared by many signals using group LARS NeurIPS 2010