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Publications of "Sriraam Natarajan" ( http://dblp.L3S.de/Authors/Sriraam_Natarajan )

  Author page on DBLP  Author page in RDF  Community of Sriraam Natarajan in ASPL-2

Publication years (Num. hits)
2005-2010 (20) 2011-2013 (25) 2014 (15) 2015-2016 (28) 2017 (15) 2018-2019 (13)
Publication types (Num. hits)
article(27) book(2) incollection(3) inproceedings(84)
Venues (Conferences, Journals, ...)
ILP(10) AAAI(9) AAAI Workshop: Statistical Rel...(8) CoRR(8) AI Magazine(5) IJCAI(5) Machine Learning(5) ICDM(4) AIME(3) CHASE(3) ECML/PKDD (2)(3) AAAI Workshops(2) AAMAS(2) BIBM(2) IAAI(2) ICML(2) More (+10 of total 51)
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Results
Found 117 publication records. Showing 116 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan Planning with actively eliciting preferences. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Mayukh Das, Devendra Singh Dhami, Yang Yu, Gautam Kunapuli, Sriraam Natarajan Knowledge-augmented Column Networks: Guiding Deep Learning with Advice. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mayukh Das, Yang Yu, Devendra Singh Dhami, Gautam Kunapuli, Sriraam Natarajan Human-Guided Learning of Column Networks: Augmenting Deep Learning with Advice. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Mayukh Das, Devendra Singh Dhami, Gautam Kunapuli, Kristian Kersting, Sriraam Natarajan Fast Relational Probabilistic Inference and Learning: Approximate Counting via Hypergraphs. Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  BibTeX  RDF
1Yuqiao Chen, Nicholas Ruozzi, Sriraam Natarajan Lifted Message Passing for Hybrid Probabilistic Inference. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Phillip Odom, Sriraam Natarajan Human-Guided Learning for Probabilistic Logic Models. Search on Bibsonomy Front. Robotics and AI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole 0001, Kristian Kersting, Sriraam Natarajan Structure Learning for Relational Logistic Regression: An Ensemble Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan Preference-Guided Planning: An Active Elicitation Approach. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Erik Blasch, Robert Cruise, Sriraam Natarajan, Ali K. Raz, Tim Kelly Control Diffusion of Information Collection for Situation Understanding Using Boosting MLNs. Search on Bibsonomy FUSION The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Alejandro Molina 0001, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting Mixed Sum-Product Networks: A Deep Architecture for Hybrid Domains. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Nandini Ramanan, Gautam Kunapuli, Tushar Khot, Bahare Fatemi, Seyed Mehran Kazemi, David Poole 0001, Kristian Kersting, Sriraam Natarajan Structure Learning for Relational Logistic Regression: An Ensemble Approach. Search on Bibsonomy KR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mayukh Das, Phillip Odom, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan Preference-Guided Planning: An Active Elicitation Approach. Search on Bibsonomy AAMAS The full citation details ... 2018 DBLP  BibTeX  RDF
1Sriraam Natarajan, Srijita Das, Nandini Ramanan, Gautam Kunapuli, Predrag Radivojac On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan Combining content-based and collaborative filtering for job recommendation system: A cost-sensitive Statistical Relational Learning approach. Search on Bibsonomy Knowl.-Based Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Alejandro Molina 0001, Antonio Vergari, Nicola Di Mauro, Sriraam Natarajan, Floriana Esposito, Kristian Kersting Sum-Product Networks for Hybrid Domains. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Sriraam Natarajan, Vishal Bangera, Tushar Khot, Jose Picado, Anurag Wazalwar, Vítor Santos Costa, David Page, Michael Caldwell Markov logic networks for adverse drug event extraction from text. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1C. David Page, Sriraam Natarajan Biomedical Informatics. Search on Bibsonomy Encyclopedia of Machine Learning and Data Mining The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Anjali Narayan-Chen, Colin Graber, Mayukh Das, Md Rakibul Islam, Soham Dan, Sriraam Natarajan, Janardhan Rao Doppa, Julia Hockenmaier, Martha Palmer, Dan Roth Towards Problem Solving Agents that Communicate and Learn. Search on Bibsonomy RoboNLP@ACL The full citation details ... 2017 DBLP  BibTeX  RDF
1Alexander L. Hayes, Mayukh Das, Phillip Odom, Sriraam Natarajan User Friendly Automatic Construction of Background Knowledge: Mode Construction from ER Diagrams. Search on Bibsonomy K-CAP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Navdeep Kaur, Gautam Kunapuli, Tushar Khot, Kristian Kersting, William Cohen, Sriraam Natarajan Relational Restricted Boltzmann Machines: A Probabilistic Logic Learning Approach. Search on Bibsonomy ILP The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Fabian Hadiji, Kristian Kersting, Shaun J. Grannis, Sriraam Natarajan Modeling heart procedures from EHRs: An application of exponential families. Search on Bibsonomy BIBM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Nandini Ramanan, Shuo Yang, Shaun J. Grannis, Sriraam Natarajan Discriminative boosted Bayes networks for learning multiple cardiovascular procedures. Search on Bibsonomy BIBM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Devendra Singh Dhami, David Leake, Sriraam Natarajan Knowledge-Based Morphological Classification of Galaxies from Vision Features. Search on Bibsonomy AAAI Workshops The full citation details ... 2017 DBLP  BibTeX  RDF
1Alejandro Molina 0001, Sriraam Natarajan, Kristian Kersting Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Mayukh Das, Md Rakibul Islam, Janardhan Rao Doppa, Dan Roth, Sriraam Natarajan Active Preference Elicitation for Planning. Search on Bibsonomy AAAI Workshops The full citation details ... 2017 DBLP  BibTeX  RDF
1Devendra Singh Dhami, Ameet Soni, David Page, Sriraam Natarajan Identifying Parkinson's Patients: A Functional Gradient Boosting Approach. Search on Bibsonomy AIME The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Noah Hammarlund, Sriraam Natarajan Does Race Play a Role in Invasive Procedure Treatments? An Initial Analysis. Search on Bibsonomy CHASE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Annu Prabhakar, Nandini Ramanan, Anna Bagilone, Katie A. Siek, Kay Connelly Boosting for Postpartum Depression Prediction. Search on Bibsonomy CHASE The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Mohammed Korayem, Khalifeh AlJadda, Trey Grainger, Sriraam Natarajan Application of Statistical Relational Learning to Hybrid Recommendation Systems. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Dileep Viswanathan, Ameet Soni, Jude W. Shavlik, Sriraam Natarajan Learning Relational Dependency Networks for Relation Extraction. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Sriraam Natarajan, Ameet Soni, Anurag Wazalwar, Dileep Viswanathan, Kristian Kersting Deep Distant Supervision: Learning Statistical Relational Models for Weak Supervision in Natural Language Extraction. Search on Bibsonomy Solving Large Scale Learning Tasks The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Phillip Odom, Sriraam Natarajan Actively Interacting with Experts: A Probabilistic Logic Approach. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ameet Soni, Dileep Viswanathan, Niranjan Pachaiyappan, Sriraam Natarajan A Comparison of Weak Supervision methods for Knowledge Base Construction. Search on Bibsonomy AKBC@NAACL-HLT The full citation details ... 2016 DBLP  BibTeX  RDF
1Phillip Odom, Raksha Kumaraswamy, Kristian Kersting, Sriraam Natarajan Learning Through Advice-Seeking via Transfer. Search on Bibsonomy ILP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Ameet Soni, Dileep Viswanathan, Jude W. Shavlik, Sriraam Natarajan Learning Relational Dependency Networks for Relation Extraction. Search on Bibsonomy ILP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Marcin Malec, Tushar Khot, James Nagy, Erik Blask, Sriraam Natarajan Inductive Logic Programming Meets Relational Databases: Efficient Learning of Markov Logic Networks. Search on Bibsonomy ILP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Mayukh Das, Yuqing Wu, Tushar Khot, Kristian Kersting, Sriraam Natarajan Scaling Lifted Probabilistic Inference and Learning Via Graph Databases. Search on Bibsonomy SDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Phillip Odom, Sriraam Natarajan Active Advice Seeking for Inverse Reinforcement Learning. Search on Bibsonomy AAMAS The full citation details ... 2016 DBLP  BibTeX  RDF
1Haley MacLeod, Shuo Yang, Kim Oakes, Kay Connelly, Sriraam Natarajan Identifying Rare Diseases from Behavioural Data: A Machine Learning Approach. Search on Bibsonomy CHASE The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Peggy L. Peissig, David Page Relational Learning for Sustainable Health. Search on Bibsonomy Computational Sustainability The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Luc De Raedt, Kristian Kersting, Sriraam Natarajan, David Poole 0001 Statistical Relational Artificial Intelligence: Logic, Probability, and Computation Search on Bibsonomy 2016   DOI  RDF
1Robert Morris, Blai Bonet, Marc Cavazza, Marie desJardins, Ariel Felner, Nick Hawes, Brad Knox, Sven Koenig, George Konidaris, Jérôme Lang, Carlos Linares López, Daniele Magazzeni, Amy McGovern, Sriraam Natarajan, Nathan R. Sturtevant, Michael Thielscher, William Yeoh 0001, Sebastian Sardiña, Kiri Wagstaff A Summary of the Twenty-Ninth AAAI Conference on Artificial Intelligence. Search on Bibsonomy AI Magazine The full citation details ... 2015 DBLP  BibTeX  RDF
1Stefano V. Albrecht, André da Motta Salles Barreto, Darius Braziunas, David L. Buckeridge, Heriberto Cuayáhuitl, Nina Dethlefs, Markus Endres, Amir-massoud Farahmand, Mark Fox, Lutz Frommberger, Sam Ganzfried, Yolanda Gil, Sébastien Guillet, Lawrence E. Hunter, Arnav Jhala, Kristian Kersting, George Konidaris, Freddy Lécué, Sheila A. McIlraith, Sriraam Natarajan, Zeinab Noorian, David Poole 0001, Rémi Ronfard, Alessandro Saffiotti, Arash Shaban-Nejad, Biplav Srivastava, Gerald Tesauro, Rosario Uceda-Sosa, Guy Van den Broeck, Martijn van Otterlo, Byron C. Wallace, Paul Weng, Jenna Wiens, Jie Zhang Reports of the AAAI 2014 Conference Workshops. Search on Bibsonomy AI Magazine The full citation details ... 2015 DBLP  BibTeX  RDF
1Kristian Kersting, Sriraam Natarajan Statistical Relational Artificial Intelligence: From Distributions through Actions to Optimization. Search on Bibsonomy KI The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Fabian Hadiji, Alejandro Molina 0001, Sriraam Natarajan, Kristian Kersting Poisson Dependency Networks: Gradient Boosted Models for Multivariate Count Data. Search on Bibsonomy Machine Learning The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tushar Khot, Sriraam Natarajan, Kristian Kersting, Jude W. Shavlik Gradient-based boosting for statistical relational learning: the Markov logic network and missing data cases. Search on Bibsonomy Machine Learning The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Raksha Kumaraswamy, Anurag Wazalwar, Tushar Khot, Jude W. Shavlik, Sriraam Natarajan Anomaly Detection in Text: The Value of Domain Knowledge. Search on Bibsonomy FLAIRS Conference The full citation details ... 2015 DBLP  BibTeX  RDF
1Raksha Kumaraswamy, Phillip Odom, Kristian Kersting, David Leake, Sriraam Natarajan Transfer Learning via Relational Type Matching. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dileep Viswanathan, Anurag Wazalwar, Sriraam Natarajan, Ameet Soni, Jude W. Shavlik TAC KBP 2015 : English Slot Filling Track Relational Learning with Expert Advice. Search on Bibsonomy TAC The full citation details ... 2015 DBLP  BibTeX  RDF
1Phillip Odom, Tushar Khot, Reid Porter, Sriraam Natarajan Knowledge-Based Probabilistic Logic Learning. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Jeremy C. Weiss, Sriraam Natarajan, C. David Page Jr. Learning to Reject Sequential Importance Steps for Continuous-Time Bayesian Networks. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Phillip Odom, Sriraam Natarajan Active Advice Seeking for Inverse Reinforcement Learning. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Phillip Odom, Vishal Bangera, Tushar Khot, David Page, Sriraam Natarajan Extracting Adverse Drug Events from Text Using Human Advice. Search on Bibsonomy AIME The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Kristian Kersting, Greg Terry, Jefferey Carr, Sriraam Natarajan Modeling Coronary Artery Calcification Levels from Behavioral Data in a Clinical Study. Search on Bibsonomy AIME The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Phillip Odom, Tushar Khot, Sriraam Natarajan Learning Probabilistic Logic Models with Human Advice. Search on Bibsonomy AAAI Spring Symposia The full citation details ... 2015 DBLP  BibTeX  RDF
1Sriraam Natarajan, Baidya Nath Saha, Saket Joshi, Adam Edwards, Tushar Khot, Elizabeth M. Davenport, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian Relational learning helps in three-way classification of Alzheimer patients from structural magnetic resonance images of the brain. Search on Bibsonomy Int. J. Machine Learning & Cybernetics The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Alan Fern, Sriraam Natarajan, Kshitij Judah, Prasad Tadepalli A Decision-Theoretic Model of Assistance. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher Ré, Jude W. Shavlik Effectively Creating Weakly Labeled Training Examples via Approximate Domain Knowledge. Search on Bibsonomy ILP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Arti Shivram, Tushar Khot, Sriraam Natarajan, Venu Govindaraju Statistical Relational Learning for Handwriting Recognition. Search on Bibsonomy ILP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Tushar Khot, Kristian Kersting, Gautam Kunapuli, Kris Hauser, Sriraam Natarajan Learning from Imbalanced Data in Relational Domains: A Soft Margin Approach. Search on Bibsonomy ICDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Guy Van den Broeck, Kristian Kersting, Sriraam Natarajan, David Poole 0001 Preface. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Sriraam Natarajan Organizers. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Shrutika Poyrekar, Sriraam Natarajan, Kristian Kersting A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Tushar Khot, Sriraam Natarajan, Jude W. Shavlik Relational One-Class Classification: A Non-Parametric Approach. Search on Bibsonomy AAAI The full citation details ... 2014 DBLP  BibTeX  RDF
1Tushar Khot, Sriraam Natarajan, Jude W. Shavlik Classification from One Class of Examples for Relational Domains. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole 0001 Relational Logistic Regression: The Directed Analog of Markov Logic Networks. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2014 DBLP  BibTeX  RDF
1Seyed Mehran Kazemi, David Buchman, Kristian Kersting, Sriraam Natarajan, David Poole 0001 Relational Logistic Regression. Search on Bibsonomy KR The full citation details ... 2014 DBLP  BibTeX  RDF
1David Poole 0001, David Buchman, Seyed Mehran Kazemi, Kristian Kersting, Sriraam Natarajan Population Size Extrapolation in Relational Probabilistic Modelling. Search on Bibsonomy SUM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Chris S. Magnano, Ameet Soni, Sriraam Natarajan, Gautam Kunapuli A graphical model approach to ATLAS-free mining of MRI images. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Kristian Kersting, Tushar Khot, Jude W. Shavlik Boosted Statistical Relational Learners - From Benchmarks to Data-Driven Medicine Search on Bibsonomy 2014   DOI  RDF
1Vikas Agrawal, Christopher Archibald, Mehul Bhatt, Hung Hai Bui, Diane J. Cook, Juan Cortés, Christopher W. Geib, Vibhav Gogate, Hans W. Guesgen, Dietmar Jannach, Michael Johanson, Kristian Kersting, George Konidaris, Lars Kotthoff, Martin Michalowski, Sriraam Natarajan, Barry O'Sullivan, Marc Pickett, Vedran Podobnik, David Poole 0001, Lokendra Shastri, Amarda Shehu, Gita Sukthankar The AAAI-13 Conference Workshops. Search on Bibsonomy AI Magazine The full citation details ... 2013 DBLP  BibTeX  RDF
1Babak Ahmadi, Kristian Kersting, Martin Mladenov, Sriraam Natarajan Exploiting symmetries for scaling loopy belief propagation and relational training. Search on Bibsonomy Machine Learning The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Baidya Nath Saha, Gautam Kunapuli, Nilanjan Ray, Joseph A. Maldjian, Sriraam Natarajan AR-Boost: Reducing Overfitting by a Robust Data-Driven Regularization Strategy. Search on Bibsonomy ECML/PKDD (3) The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shuo Yang, Sriraam Natarajan Knowledge Intensive Learning: Combining Qualitative Constraints with Causal Independence for Parameter Learning in Probabilistic Models. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Phillip Odom, Saket Joshi, Tushar Khot, Kristian Kersting, Prasad Tadepalli Accelerating Imitation Learning in Relational Domains via Transfer by Initialization. Search on Bibsonomy ILP The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Gautam Kunapuli, Phillip Odom, Jude W. Shavlik, Sriraam Natarajan Guiding Autonomous Agents to Better Behaviors through Human Advice. Search on Bibsonomy ICDM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Jose Picado, Tushar Khot, Kristian Kersting, Christopher Ré, Jude W. Shavlik Using Commonsense Knowledge to Automatically Create (Noisy) Training Examples from Text. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2013 DBLP  BibTeX  RDF
1Vibhav Gogate, Kristian Kersting, Sriraam Natarajan, David Poole 0001 Preface. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2013 DBLP  BibTeX  RDF
1Jeremy C. Weiss, Sriraam Natarajan, C. David Page Jr. Learning When to Reject an Importance Sample. Search on Bibsonomy AAAI (Late-Breaking Developments) The full citation details ... 2013 DBLP  BibTeX  RDF
1Babak Ahmadi, Kristian Kersting, Sriraam Natarajan MapReduce Lifting for Belief Propagation. Search on Bibsonomy AAAI Workshop: Statistical Relational Artificial Intelligence The full citation details ... 2013 DBLP  BibTeX  RDF
1Sriraam Natarajan, Kristian Kersting, Edward Ip, David R. Jacobs, Jeffrey Carr Early Prediction of Coronary Artery Calcification Levels Using Machine Learning. Search on Bibsonomy IAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Tushar Khot, Ce Zhang, Jude W. Shavlik, Sriraam Natarajan, Christopher Ré Bootstrapping Knowledge Base Acceleration. Search on Bibsonomy TREC The full citation details ... 2013 DBLP  BibTeX  RDF
1Jeremy C. Weiss, Sriraam Natarajan, Peggy L. Peissig, Catherine A. McCarty, David Page Machine Learning for Personalized Medicine: Predicting Primary Myocardial Infarction from Electronic Health Records. Search on Bibsonomy AI Magazine The full citation details ... 2012 DBLP  BibTeX  RDF
1Kristian Kersting, Babak Ahmadi, Sriraam Natarajan Counting Belief Propagation Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Sriraam Natarajan, Prasad Tadepalli, Alan Fern A relational hierarchical model for decision-theoretic assistance. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Tushar Khot, Kristian Kersting, Bernd Gutmann, Jude W. Shavlik Gradient-based boosting for statistical relational learning: The relational dependency network case. Search on Bibsonomy Machine Learning The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Babak Ahmadi, Kristian Kersting, Sriraam Natarajan Lifted Online Training of Relational Models with Stochastic Gradient Methods. Search on Bibsonomy ECML/PKDD (1) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1David Page, Vítor Santos Costa, Sriraam Natarajan, Aubrey Barnard, Peggy L. Peissig, Michael Caldwell Identifying Adverse Drug Events by Relational Learning. Search on Bibsonomy AAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Jeremy C. Weiss, Sriraam Natarajan, Peggy L. Peissig, Catherine A. McCarty, David Page Statistical Relational Learning to Predict Primary Myocardial Infarction from Electronic Health Records. Search on Bibsonomy IAAI The full citation details ... 2012 DBLP  BibTeX  RDF
1Baidya Nath Saha, Sriraam Natarajan, Gopi Kota, Christopher T. Whitlow, Donald W. Bowden, Jasmin Divers, Barry I. Freedman, Joseph A. Maldjian A Novel Hierarchical Level Set with AR-boost for White Matter Lesion Segmentation in Diabetes. Search on Bibsonomy ICMLA (1) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Saket Joshi, Baidya Nath Saha, Adam Edwards, Tushar Khot, Elizabeth Moody, Kristian Kersting, Christopher T. Whitlow, Joseph A. Maldjian A Machine Learning Pipeline for Three-Way Classification of Alzheimer Patients from Structural Magnetic Resonance Images of the Brain. Search on Bibsonomy ICMLA (1) The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Jeremy C. Weiss, Sriraam Natarajan, David Page Multiplicative Forests for Continuous-Time Processes. Search on Bibsonomy NIPS The full citation details ... 2012 DBLP  BibTeX  RDF
1Tushar Khot, Sriraam Natarajan, Kristian Kersting, Jude W. Shavlik Learning Markov Logic Networks via Functional Gradient Boosting. Search on Bibsonomy ICDM The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Sabareesh Subramaniam, Sriraam Natarajan, Alessandro Senes A machine learning based approach to improve sidechain optimization. Search on Bibsonomy BCB The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Saket Joshi, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik Imitation Learning in Relational Domains: A Functional-Gradient Boosting Approach. Search on Bibsonomy IJCAI The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1David W. Aha, Mark S. Boddy, Vadim Bulitko, Artur S. d'Avila Garcez, Prashant Doshi, Stefan Edelkamp, Christopher W. Geib, Piotr J. Gmytrasiewicz, Robert P. Goldman, Pascal Hitzler, Charles L. Isbell Jr., Darsana P. Josyula, Leslie Pack Kaelbling, Kristian Kersting, Maithilee Kunda, Luís C. Lamb, Bhaskara Marthi, Keith McGreggor, Vivi Nastase, Gregory M. Provan, Anita Raja, Ashwin Ram, Mark O. Riedl, Stuart J. Russell, Ashish Sabharwal, Jan-Georg Smaus, Gita Sukthankar, Karl Tuyls, Ron van der Meyden, Alon Y. Halevy, Lilyana Mihalkova, Sriraam Natarajan Reports of the AAAI 2010 Conference Workshops. Search on Bibsonomy AI Magazine The full citation details ... 2010 DBLP  BibTeX  RDF
1C. David Page Jr., Sriraam Natarajan Biomedical Informatics. Search on Bibsonomy Encyclopedia of Machine Learning The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Sriraam Natarajan, Tushar Khot, Daniel Lowd, Prasad Tadepalli, Kristian Kersting, Jude W. Shavlik Exploiting Causal Independence in Markov Logic Networks: Combining Undirected and Directed Models. Search on Bibsonomy ECML/PKDD (2) The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Trevor Walker, Ciaran O'Reilly, Gautam Kunapuli, Sriraam Natarajan, Richard Maclin, David Page, Jude W. Shavlik Automating the ILP Setup Task: Converting User Advice about Specific Examples into General Background Knowledge. Search on Bibsonomy ILP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
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