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DEFT-pubs.json
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DEFT-pubs.json
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[
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Indiana University"
],
"Title":"Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models",
"Authors":[
"Shuo Yang",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/KIL_ECML13.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"20140519",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Indiana University"
],
"Title":"Guiding Autonomous Agents to Better Behaviors through Human Advice",
"Authors":[
"Gautam Kunapuli",
"Phillip Odom",
"Jude Shavlik",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/kbirl_ICDM13.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Wake Forest University",
"Indiana University",
"University of Wisconsin - Madison",
"University of Alberta, Canada"
],
"Title":"AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy",
"Authors":[
"Baidya Saha",
"Gautam Kunapuli",
"Nilanjan Ray",
"Joseph Maldjian",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/AR_Boost.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Fraunhofer IAIS",
"TU Dortmund",
"Indiana University"
],
"Title":"Lifted Online Training of Relational Models with Stochastic Gradient Methods",
"Authors":[
"Babak Ahmadi",
"Kristian Kersting",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/ahmadi12ecmlpkdd.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Fraunhofer IAIS",
"TU Dortmund",
"Indiana University"
],
"Title":"Lifted Parameter Learning in Relational Models",
"Authors":[
"Babak Ahmadi",
"Kristian Kersting",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/lifted_parameter_SRL12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Indiana University",
"Cycorp",
"University of Wisconsin - Madison",
"TU Dortmund",
"Oregon State University"
],
"Title":"Accelerating Imitation Learning in Relational Domains via Transfer by Initialization",
"Authors":[
"Sriraam Natarajan",
"Phillip Odom",
"Saket Joshi",
"Tushar Khot",
"Kristian Kersting",
"Prasad Tadepalli"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/Imitation_StaRAI12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Indiana University",
"Wake Forest University",
"University of Wisconsin - Madison",
"Stanford University",
"TU Dortmund"
],
"Title":"Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text",
"Authors":[
"Sriraam Natarajan",
"Jose Picado",
"Tushar Khot",
"Kristian Kersting",
"Christopher Re",
"Jude Shavlik"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/WS_StaRAI13.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Indiana University",
"TU Dortmund"
],
"Title":"Learning Relational Probabilistic Models from Partially Observed Data - Opening the Closed-World Assumption",
"Authors":[
"Tushar Khot",
"Sriraam Natarajan",
"Kristian Kersting",
"Jude Shavlik"
],
"Link":"Not Yet Published",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Indiana University",
"TU Dortmund"
],
"Title":"Structure Learning with Hidden Data in Relational Domains",
"Authors":[
"Tushar Khot",
"Sriraam Natarajan",
"Kristian Kersting",
"Jude Shavlik"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/EM_SRL12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Understanding Tables in Context Using Standard NLP Toolkits",
"Authors":[
"Vidhya Govindaraju",
"Ce Zhang",
"Christopher Re"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/jointable-acl.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Towards High-Throughput Gibbs Sampling at Scale: A Study across Storage Managers",
"Authors":[
"Ce Zhang",
"Christopher Re"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/elementary_sigmod.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Scaling Inference for Markov Logic via Dual Decomposition",
"Authors":[
"Feng Niu",
"Ce Zhang",
"Christopher Re",
"Jude Shavlik"
],
"Link":"ftp://ftp.cs.wisc.edu/machine-learning/shavlik-group/niu.icdm12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Parallel Stochastic Gradient Algorithms for Large-Scale Matrix Completion",
"Authors":[
"Benjamin Recht",
"Christopher Re"
],
"Link":"http://www.optimization-online.org/DB_FILE/2011/04/3012.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Hazy: Making it Easier to Build and Maintain Big-data Analytics",
"Authors":[
"Arun Kumar",
"Feng Niu",
"Christopher Re"
],
"Link":"http://dl.acm.org/citation.cfm?id=2431055",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"20140519",
"Update Date":"20140519"
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Big Data versus the Crowd: Looking for Relationships in All the Right Places",
"Authors":[
"Ce Zhang",
"Feng Niu",
"Christopher Re",
"Jude Shavlik"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/acl2012.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Elementary: Large-scale Knowledge-base Construction via Machine Learning and Statistical Inference",
"Authors":[
"Feng Niu",
"Ce Zhang",
"Christopher Re",
"Jude Shavlik"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/elementary_journal.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"DeepDive: Web-scale Knowledge-base Construction using Statistical Learning and Inference",
"Authors":[
"Feng Niu",
"Ce Zhang",
"Christopher Re",
"Jude Shavlik"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/deepdive_vlds.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":"20140520"
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Optimizing Statistical Information Extraction Programs Over Evolving Text",
"Authors":[
"Fei Chen",
"Xixuan Feng",
"Christopher Re",
"Min Wang"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/crflex-icde12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Toward a Noncommutative Arithmetic-Geometric Mean Inequality: Conjectures, Case-studies, and Consequences",
"Authors":[
"Benjamin Recht",
"Christopher Re"
],
"Link":"http://www.optimization-online.org/DB_HTML/2012/02/3367.html",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University"
],
"Title":"Factoring Nonnegative Matrices with Linear Programs",
"Authors":[
"Victor Bittorf",
"Benjamin Recht",
"Christopher Re",
"Joel A. Tropp"
],
"Link":"http://pages.cs.wisc.edu/~brecht/papers/12.Bit.EtAl.HOTT.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University",
"Others"
],
"Title":"Building an Entity-Centric Stream Filtering Test Collection for TREC 2012",
"Authors":[
"John R. Frank",
"Max Kleiman-Weiner",
"Daniel A. Roberts",
"Feng Niu",
"Ce Zhang",
"Christopher Re",
"Ian Soboroff"
],
"Link":"http://trec.nist.gov/pubs/trec21/papers/KBA.OVERVIEW.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"Stanford University",
"University of Washington"
],
"Title":"Understanding Cardinality Estimation using Entropy Maximization",
"Authors":[
"Christopher Re",
"Dan Suciu"
],
"Link":"http://www.cs.stanford.edu/~chrismre/papers/TODS_max_ent_models_CRC.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) University of Wisconsin - Madison",
"University of California - Berkeley",
"Indiana University"
],
"Title":"Learning Relational Structure for Temporal Relation Extraction",
"Authors":[
"Tushar Khot",
"Siddharth Srivastava",
"Sriraam Natarajan",
"Jude Shavlik"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/TemporalIE_StaRAI12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"(WiscTeam) Wake Forest University",
"SRI",
"Indiana University"
],
"Title":"Initial Empirical Evaluation of Anytime Lifted Belief Propagation",
"Authors":[
"Richard G. Freedman",
"Rodrigo de Salvo Braz",
"Hung Bui",
"Sriraam Natarajan"
],
"Link":"http://homes.soic.indiana.edu/natarasr/Papers/ALBP_StaRAI12.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"Bar Ilan University",
"CUNY"
],
"Title":"Efficient Implementation of Beam-Search Incremental Parsers",
"Authors":[
"Yoav Goldberg",
"Kai Zhao",
"Liang Huang"
],
"Link":"http://acl.cs.qc.edu/papers/fastbeam.pdf",
"Categories":[
""
],
"Subcategories":[
""
],
"ACM 1998 classification code":[
""
],
"New Date":"",
"Update Date":""
},
{
"DARPA Program":"DEFT",
"Program Teams":[
"CMUCS"
],
"Title":"A Structured Distributional Semantic Model for Event Co-reference",
"Authors":[
"K. Goyal",
"S.K. Jauhar",
"H. Li",
"M. Sachan",
"S. Shrivastava",
"E.H. Hovy"
],
"Link":"http://aclweb.org/anthology/P/P13/P13-2083.pdf",
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