Dustin Lang

3 papers · 2014–2015 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

AISTATS (1) ICML (1) NeurIPS (1)

Top co-authors

Andrew Miller (2) David Schlegel (2) Jon McAuliffe (2) Matt Hoffman (1) Mr Prabhat (1) Ryan Adams (1) Jeffrey Regier (1) Jeff Regier (1) Ryan P. Adams (1) David Hogg (1)

Research topics

Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Machine Learning (1) Mathematics & Optimization (1) Applications (1) Bayesian & Probabilistic · Artificial Intelligence (1) Bayesian & Probabilistic · Machine Learning (1) Models (1) Optimization (1) Optimization & Theory (1)

Keywords

bayesian inference (2) variational inference (1) gaussian process (1) generative model (1) latent variable model (1) poisson distribution (1) latent variable (1) pixel rank consensus (1) image combination (1) crowd-sourced imaging (1) astronomical image processing (1) astronomical image (1) galaxy detection (1) spectral energy distribution (1) photometric redshift (1) astronomical data (1) bayesian nonparametrics (1) redshift estimation (1)

Papers

A Gaussian Process Model of Quasar Spectral Energy Distributions NeurIPS 2015 Celeste: Variational inference for a generative model of astronomical images ICML 2015 Towards building a Crowd-Sourced Sky Map AISTATS 2014