Dustin Lang

Publication Activity (10 Years)

Years Active: 2004-2015
Publications (10 Years): 0

Top Topics

Active Learning

Generative Model

Variational Inference

Top Venues

Publications

Andrew C. Miller, Albert Wu, Jeffrey Regier, Jon McAuliffe, Dustin Lang, Prabhat, David Schlegel, Ryan P. Adams
A Gaussian Process Model of Quasar Spectral Energy Distributions. NIPS (2015)
Jeffrey Regier, Andrew C. Miller, Jon McAuliffe, Ryan P. Adams, Matthew D. Hoffman, Dustin Lang, David Schlegel, Prabhat
Celeste: Variational inference for a generative model of astronomical images. ICML (2015)
Dustin Lang, David W. Hogg, Bernhard Schölkopf
Towards building a Crowd-Sourced Sky Map. CoRR (2014)
Dustin Lang, David W. Hogg, Bernhard Schölkopf
Towards building a Crowd-Sourced Sky Map. AISTATS (2014)
David W. Hogg, Dustin Lang
Astronomical imaging: The theory of everything CoRR (2008)
Mike Klaas, Mark Briers, Nando de Freitas, Arnaud Doucet, Simon Maskell, Dustin Lang
Fast particle smoothing: if I had a million particles. ICML (2006)
Mike Klaas, Dustin Lang, Nando de Freitas
Fast maximum a-posteriori inference on Monte Carlo state spaces. AISTATS (2005)
Nando de Freitas, Yang Wang, Maryam Mahdaviani, Dustin Lang
Fast Krylov Methods for N-Body Learning. NIPS (2005)
Dustin Lang, Nando de Freitas
Beat Tracking the Graphical Model Way. NIPS (2004)