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Publications of "Amit Dhurandhar" ( http://dblp.L3S.de/Authors/Amit_Dhurandhar )

URL (Homepage):  http://researcher.watson.ibm.com/researcher/view.php?person=us-adhuran  Author page on DBLP  Author page in RDF  Community of Amit Dhurandhar in ASPL-2

Publication years (Num. hits)
2005-2015 (19) 2016-2018 (17) 2019 (6)
Publication types (Num. hits)
article(28) inproceedings(14)
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The graphs summarize 5 occurrences of 5 keywords

Results
Found 43 publication records. Showing 42 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic Teaching AI to Explain its Decisions Using Embeddings and Multi-Task Learning. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss Leveraging Simple Model Predictions for Enhancing its Performance. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss, Aleksandra Mojsilovic, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra, John T. Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh, Kush R. Varshney, Dennis Wei, Yunfeng Zhang One Explanation Does Not Fit All: A Toolkit and Taxonomy of AI Explainability Techniques. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Amit Dhurandhar, Tejaswini Pedapati, Avinash Balakrishnan, Pin-Yu Chen, Karthikeyan Shanmugam, Ruchir Puri Model Agnostic Contrastive Explanations for Structured Data. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Ronny Luss, Pin-Yu Chen, Amit Dhurandhar, Prasanna Sattigeri, Karthikeyan Shanmugam, Chun-Chen Tu Generating Contrastive Explanations with Monotonic Attribute Functions. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Michael Hind, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilovic, Karthikeyan Natesan Ramamurthy, Kush R. Varshney TED: Teaching AI to Explain its Decisions. Search on Bibsonomy AIES The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Karthik S. Gurumoorthy, Amit Dhurandhar Streaming Methods for Restricted Strongly Convex Functions with Applications to Prototype Selection. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic Teaching Meaningful Explanations. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amit Dhurandhar, Pin-Yu Chen, Ronny Luss, Chun-Chen Tu, Pai-Shun Ting, Karthikeyan Shanmugam, Payel Das Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss, Peder A. Olsen Improving Simple Models with Confidence Profiles. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Noel C. F. Codella, Michael Hind, Karthikeyan Natesan Ramamurthy, Murray Campbell, Amit Dhurandhar, Kush R. Varshney, Dennis Wei, Aleksandra Mojsilovic TED: Teaching AI to Explain its Decisions. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Amit Dhurandhar, Karthikeyan Shanmugam, Ronny Luss, Peder A. Olsen Improving Simple Models with Confidence Profiles. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Amit Dhurandhar, Pin-Yu Chen, Ronny Luss, Chun-Chen Tu, Pai-Shun Ting, Karthikeyan Shanmugam, Payel Das Explanations based on the Missing: Towards Contrastive Explanations with Pertinent Negatives. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Kien Pham, Prasanna Sattigeri, Amit Dhurandhar, A. C. Jacob, M. Vukovic, P. Chataigner, Juliana Freire, Aleksandra Mojsilovic, Kush R. Varshney Real-time understanding of humanitarian crises via targeted information retrieval. Search on Bibsonomy IBM Journal of Research and Development The full citation details ... 2017 DBLP  BibTeX  RDF
1Tsuyoshi Idé, Amit Dhurandhar Supervised item response models for informative prediction. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Karthik S. Gurumoorthy, Amit Dhurandhar, Guillermo A. Cecchi ProtoDash: Fast Interpretable Prototype Selection. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amit Dhurandhar, Vijay Iyengar, Ronny Luss, Karthikeyan Shanmugam TIP: Typifying the Interpretability of Procedures. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amit Dhurandhar, Steve Hanneke, Liu Yang 0001 Learning with Changing Features. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amit Dhurandhar, Margareta Ackerman, Xiang Wang Uncovering Group Level Insights with Accordant Clustering. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amit Dhurandhar, Vijay Iyengar, Ronny Luss, Karthikeyan Shanmugam A Formal Framework to Characterize Interpretability of Procedures. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Amit Dhurandhar, Margareta Ackerman, Xiang Wang Uncovering Group Level Insights with Accordant Clustering. Search on Bibsonomy SDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman, Brian F. White, Ronald Logan, Jonathan K. Winslow, Daniel J. Poindexter Continuous prediction of manufacturing performance throughout the production lifecycle. Search on Bibsonomy J. Intelligent Manufacturing The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Sechan Oh, Marek Petrik Building an Interpretable Recommender via Loss-Preserving Transformation. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Amit Dhurandhar Bounds on the moments for an ensemble of random decision trees. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Karthik Sankaranarayanan Improving classification performance through selective instance completion. Search on Bibsonomy Machine Learning The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Tsuyoshi Idé, Amit Dhurandhar Informative Prediction Based on Ordinal Questionnaire Data. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Bruce Graves, Rajesh Kumar Ravi, Gopikrishnan Maniachari, Markus Ettl Big Data System for Analyzing Risky Procurement Entities. Search on Bibsonomy KDD The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Rajesh Kumar Ravi, Bruce Graves, Gopikrishnan Maniachari, Markus Ettl Robust System for Identifying Procurement Fraud. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Amit Dhurandhar, Marek Petrik Efficient and accurate methods for updating generalized linear models with multiple feature additions. Search on Bibsonomy J. Mach. Learn. Res. The full citation details ... 2014 DBLP  BibTeX  RDF
1Amit Dhurandhar, Karthik S. Gurumoorthy Symmetric Submodular Clustering with Actionable Constraint. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Amit Dhurandhar Using coarse information for real valued prediction. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Jun Wang Single Network Relational Transductive Learning. Search on Bibsonomy J. Artif. Intell. Res. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Alin Dobra Probabilistic characterization of nearest neighbor classifier. Search on Bibsonomy Int. J. Machine Learning & Cybernetics The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Karthik Sankaranarayanan, Amit Dhurandhar Intelligently querying incomplete instances for improving classification performance. Search on Bibsonomy CIKM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sholom M. Weiss, Amit Dhurandhar, Robert J. Baseman Improving quality control by early prediction of manufacturing outcomes. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Alin Dobra Distribution-free bounds for relational classification. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar Improving predictions using aggregate information. Search on Bibsonomy KDD The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Pawan Chowdhary, Markus Ettl, Amit Dhurandhar, Soumyadip Ghosh, Gopikrishnan Maniachari, Bruce Graves, Bill Schaefer, Yu Tang Managing Procurement Spend Using Advanced Compliance Analytics. Search on Bibsonomy ICEBE The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar Learning Maximum Lag for Grouped Graphical Granger Models. Search on Bibsonomy ICDM Workshops The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar Multi-step Time Series Prediction in Complex Instrumented Domains. Search on Bibsonomy ICDM Workshops The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Amit Dhurandhar, Alin Dobra Semi-analytical method for analyzing models and model selection measures based on moment analysis. Search on Bibsonomy TKDD The full citation details ... 2009 DBLP  DOI  BibTeX  RDF classification, Model selection, generalization error
1Amit Dhurandhar, Kartik Shankarnarayanan, Rakesh Jawale Robust Pattern Recognition Scheme for Devanagari Script. Search on Bibsonomy CIS (1) The full citation details ... 2005 DBLP  DOI  BibTeX  RDF Devanagari script recognition, contour sets, horizontal scanning, vertical scanning, priority matching, feature extraction, interpolation
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