Travelled to:1 × France
1 × Israel
1 × United Kingdom
Collaborated with:D.M.Blei L.Theis S.Gershman D.M.Mimno P.R.Cook J.Regier A.Miller J.McAuliffe R.P.Adams D.Lang D.Schlegel Prabhat
Talks about:infer (4) variat (3) nonparametr (2) stochast (2) dirichlet (1) bayesian (1) astronom (1) generat (1) stream (1) region (1)
Person: Matthew D. Hoffman
DBLP: Hoffman:Matthew_D=
Contributed to:
201520122010Wrote 5 papers:
- ICML-2015-RegierMMAHLSP #generative #image #named
- Celeste: Variational inference for a generative model of astronomical images (JR, AM, JM, RPA, MDH, DL, DS, P), pp. 2095–2103.
- ICML-2015-TheisH #probability #streaming
- A trust-region method for stochastic variational inference with applications to streaming data (LT, MDH), pp. 2503–2511.
- ICML-2012-GershmanHB #parametricity
- Nonparametric variational inference (SG, MDH, DMB), p. 35.
- ICML-2012-MimnoHB #probability
- Sparse stochastic inference for latent Dirichlet allocation (DMM, MDH, DMB), p. 197.
- ICML-2010-HoffmanBC #matrix #music #parametricity
- Bayesian Nonparametric Matrix Factorization for Recorded Music (MDH, DMB, PRC), pp. 439–446.