Peter Carbonetto

Publication Activity (10 Years)

Years Active: 2003-2021
Publications (10 Years): 3

Top Topics

Empirical Bayes

Top Venues

J. Mach. Learn. Res.

Publications

Peter Carbonetto, Abhishek Sarkar, Zihao Wang, Matthew Stephens
Non-negative matrix factorization algorithms greatly improve topic model fits. CoRR (2021)
Zhengrong Xing, Peter Carbonetto, Matthew Stephens
Flexible Signal Denoising via Flexible Empirical Bayes Shrinkage. J. Mach. Learn. Res. 22 (2021)
John D. Blischak, Peter Carbonetto, Matthew Stephens
Creating and sharing reproducible research code the workflowr way. F1000Research 8 (2019)
Peter Carbonetto, Jacek Kisynski, Nando de Freitas, David Poole
Nonparametric Bayesian Logic CoRR (2012)
Peter Carbonetto, Matthew King, Firas Hamze
A Stochastic approximation method for inference in probabilistic graphical models. NIPS (2009)
Peter Carbonetto, Mark Schmidt, Nando de Freitas
An interior-point stochastic approximation method and an L1-regularized delta rule. NIPS (2008)
Peter Carbonetto, Gyuri Dorkó, Cordelia Schmid, Hendrik Kück, Nando de Freitas
Learning to Recognize Objects with Little Supervision. Int. J. Comput. Vis. 77 (1-3) (2008)
Peter Carbonetto, Nando de Freitas
Conditional mean field. NIPS (2006)
Peter Carbonetto, Gyuri Dorkó, Cordelia Schmid, Hendrik Kück, Nando de Freitas
A Semi-supervised Learning Approach to Object Recognition with Spatial Integration of Local Features and Segmentation Cues. Toward Category-Level Object Recognition (2006)
Peter Carbonetto, Jacek Kisynski, Nando de Freitas, David Poole
Nonparametric Bayesian Logic. UAI (2005)
Peter Carbonetto, Nando de Freitas, Kobus Barnard
A Statistical Model for General Contextual Object Recognition. ECCV (1) (2004)
Hendrik Kück, Peter Carbonetto, Nando de Freitas
A Constrained Semi-supervised Learning Approach to Data Association. ECCV (3) (2004)
Paul Gustafson, Peter Carbonetto, Natalie Thompson, Nando de Freitas
Bayesian Feature Weighting for Unsupervised Learning, with Application to Object Recognition. AISTATS (2003)