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PPAML-pubs.json
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PPAML-pubs.json
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[
{
"DARPA Program": "PPAML",
"Program Teams": [
"Charles River Analytics"
],
"Title": "Hierarchical Reasoning with Probabilistic Programming",
"Authors": [
""
],
"Link": "Not Yet Published",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"Indiana University"
],
"Title": "Designing a MCMC Library for Probabilistic Programming",
"Authors": [
""
],
"Link": "Not Yet Published",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"MIT"
],
"Title": "Approximate Bayesian Image Interpretation using Generative Probabilistic Graphics Programs",
"Authors": [
""
],
"Link": "http://papers.nips.cc/paper/4881-approximate-bayesian-image-interpretation-using-generative-probabilistic-graphics-programs.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"MIT"
],
"Title": "A New Approach to Probabilistic Programming Inference ",
"Authors": [
""
],
"Link": "http://www.robots.ox.ac.uk/~fwood/assets/pdf/Wood-AISTATS-2014.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"MIT"
],
"Title": "Building Fast Bayesian Computing Machines out of Intentionally Stochastic, Digital Parts",
"Authors": [
""
],
"Link": "http://arxiv.org/pdf/1402.4914.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"MIT"
],
"Title": "Venture: a Higher-order Probabilistic Programming Platform with Programmable Inference",
"Authors": [
""
],
"Link": "http://arxiv.org/pdf/1404.0099.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"Princeton University"
],
"Title": "Bayesian Nonparametric Poisson Factorization for Recommendation Systems",
"Authors": [
""
],
"Link": "http://www.cs.princeton.edu/~blei/papers/GopalanRuizRanganathBlei2014.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"Princeton University"
],
"Title": "Black box variational inference",
"Authors": [
""
],
"Link": "http://arxiv.org/pdf/1401.0118v1.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"Princeton University"
],
"Title": "Build, Compute, Critique, Repeat: Data Analysis with Latent Variable Models ",
"Authors": [
""
],
"Link": "http://www.annualreviews.org/doi/pdf/10.1146/annurev-statistics-022513-115657",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"Princeton University"
],
"Title": "The Inverse Regression Topic Model",
"Authors": [
""
],
"Link": "http://www.cs.princeton.edu/~blei/papers/RabinovichBlei2014.pdf\n\n\n\n\n\n\n",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"University of Texas - Dallas"
],
"Title": "Lifted MAP Inference for Markov Logic Networks",
"Authors": [
""
],
"Link": "http://www.hlt.utdallas.edu/~vgogate/papers/aistats14-1.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"University of Texas - Dallas"
],
"Title": "Loopy Belief Propagation in the Presence of Determinism",
"Authors": [
""
],
"Link": "http://www.hlt.utdallas.edu/~vgogate/papers/aistats14-2.pdf",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"University of California - Irvine"
],
"Title": "Marginal Structured SVM with Hidden Variables",
"Authors": [
""
],
"Link": "Not Yet Published",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"University of California - Berkeley"
],
"Title": "Unifying Logic and Probability: Recent Developments",
"Authors": [
""
],
"Link": "Not Yet Published",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
},
{
"DARPA Program": "PPAML",
"Program Teams": [
"University of California - Riverside"
],
"Title": "Deterministic Anytime Inference for Stochastic Continuous-Time Markov Processes",
"Authors": [
""
],
"Link": "http://www.cs.ucr.edu/~cshelton/papers/index.cgi?CelShe14",
"Categories": [
""
],
"Subcategories": [
""
],
"ACM 1998 classification code": [
""
],
"New Date": "2014-06-20",
"Update Date": ""
}
]