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Publications of "Dennis Wei" ( http://dblp.L3S.de/Authors/Dennis_Wei )

  Author page on DBLP  Author page in RDF  Community of Dennis Wei in ASPL-2

Publication years (Num. hits)
2010-2015 (16) 2016-2018 (20) 2019 (9)
Publication types (Num. hits)
article(24) inproceedings(20) phdthesis(1)
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Found 46 publication records. Showing 45 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
1Dennis Wei, Karthikeyan Natesan Ramamurthy, Flávio du Pin Calmon Optimized Score Transformation for Fair Classification. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Fredrik D. Johansson, Dennis Wei, Michael Oberst, Tian Gao, Gabriel Brat, David Sontag, Kush R. Varshney Characterization of Overlap in Observational Studies. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Chirag Nagpal, Dennis Wei, Bhanukiran Vinzamuri, Monica Shekhar, Sara E. Berger, Subhro Das, Kush R. Varshney Interpretable Subgroup Discovery in Treatment Effect Estimation with Application to Opioid Prescribing Guidelines. 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
1Dennis Wei, Sanjeeb Dash, Tian Gao, Oktay Günlük Generalized Linear Rule Models. 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
1Amanda Coston, Karthikeyan Natesan Ramamurthy, Dennis Wei, Kush R. Varshney, Skyler Speakman, Zairah Mustahsan, Supriyo Chakraborty Fair Transfer Learning with Missing Protected Attributes. Search on Bibsonomy AIES The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Sanjeeb Dash, Tian Gao, Oktay Günlük Generalized Linear Rule Models. Search on Bibsonomy ICML The full citation details ... 2019 DBLP  BibTeX  RDF
1Flávio du Pin Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Data Pre-Processing for Discrimination Prevention: Information-Theoretic Optimization and Analysis. Search on Bibsonomy J. Sel. Topics Signal Processing The full citation details ... 2018 DBLP  DOI  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
1Sanjeeb Dash, Oktay Günlük, Dennis Wei Boolean Decision Rules via Column Generation. 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
1Pin-Yu Chen, Dennis Wei On the Supermodularity of Active Graph-based Semi-supervised Learning with Stieltjes Matrix Regularization. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Distribution-preserving k-anonymity. Search on Bibsonomy Statistical Analysis and Data Mining The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Pin-Yu Chen, Dennis Wei On the Supermodularity of Active Graph-Based Semi-Supervised Learning with Stieltjes Matrix Regularization. Search on Bibsonomy ICASSP The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Sanjeeb Dash, Oktay Günlük, Dennis Wei Boolean Decision Rules via Column Generation. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Tian Gao, Dennis Wei Parallel Bayesian Network Structure Learning. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Dennis Wei k-quantiles: L1 distance clustering under a sum constraint. Search on Bibsonomy Pattern Recognition Letters The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Samiulla Shaikh, Harit Vishwakarma, Sameep Mehta, Kush R. Varshney, Karthikeyan Natesan Ramamurthy, Dennis Wei An End-To-End Machine Learning Pipeline That Ensures Fairness Policies. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Flávio du Pin Calmon, Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Optimized Data Pre-Processing for Discrimination Prevention. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Distribution-Preserving k-Anonymity. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Karthikeyan Natesan Ramamurthy, Dennis Wei, Emily Ray, Moninder Singh, Vijay Iyengar, Dmitriy A. Katz-Rogozhnikov, Jingwei Yang, Kevin N. Tran, Gigi Y. Yuen-Reed A configurable, big data system for on-demand healthcare cost prediction. Search on Bibsonomy BigData The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Flávio du Pin Calmon, Dennis Wei, Bhanukiran Vinzamuri, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Optimized Pre-Processing for Discrimination Prevention. Search on Bibsonomy NIPS The full citation details ... 2017 DBLP  BibTeX  RDF
1Dennis Wei A Constant-Factor Bi-Criteria Approximation Guarantee for $k$-means++. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov Interpretable Two-level Boolean Rule Learning for Classification. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov Learning sparse two-level boolean rules. Search on Bibsonomy MLSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Alan Wisler, Visar Berisha, Dennis Wei, Karthikeyan Ramamurthy, Andreas Spanias Empirically-estimable multi-class classification bounds. Search on Bibsonomy ICASSP The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Dennis Wei A Constant-Factor Bi-Criteria Approximation Guarantee for k-means++. Search on Bibsonomy NIPS The full citation details ... 2016 DBLP  BibTeX  RDF
1Kush R. Varshney, Dennis Wei, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic Data Challenges in Disease Response: The 2014 Ebola Outbreak and Beyond. Search on Bibsonomy J. Data and Information Quality The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Guolong Su, Dennis Wei, Kush R. Varshney, Dmitry M. Malioutov Interpretable Two-level Boolean Rule Learning for Classification. Search on Bibsonomy CoRR The full citation details ... 2015 DBLP  BibTeX  RDF
1Dmitriy A. Katz-Rogozhnikov, Dennis Wei, Gigi Y. Yuen-Reed, Karthikeyan Natesan Ramamurthy, Aleksandra Mojsilovic Toward Comprehensive Attribution of Healthcare Cost Changes. Search on Bibsonomy ICDM Workshops The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Kush R. Varshney Robust binary hypothesis testing under contaminated likelihoods. Search on Bibsonomy ICASSP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dennis Wei Adaptive sensing resource allocation over multiple hypothesis tests. Search on Bibsonomy ICASSP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Karthikeyan Natesan Ramamurthy, Kush R. Varshney Health Insurance Market Risk Assessment: Covariate Shift and k-Anonymity. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Kush R. Varshney, Marcy Wagman Optigrow: People Analytics for Job Transfers. Search on Bibsonomy BigData Congress The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Kush R. Varshney Robust Binary Hypothesis Testing Under Contaminated Likelihoods. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Dennis Wei, Karthikeyan Natesan Ramamurthy, Dmitriy A. Katz-Rogozhnikov, Aleksandra Mojsilovic Multiplicative regression via constrained least squares. Search on Bibsonomy SSP The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Alan V. Oppenheim A Branch-and-Bound Algorithm for Quadratically-Constrained Sparse Filter Design. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Charles K. Sestok, Alan V. Oppenheim Sparse Filter Design Under a Quadratic Constraint: Low-Complexity Algorithms. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Petros Boufounos Saturation-robust SAR image formation. Search on Bibsonomy ICASSP The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Dennis Wei Design of discrete-time filters for efficient implementation. Search on Bibsonomy 2011   RDF
1Thomas A. Baran, Dennis Wei, Alan V. Oppenheim Linear programming algorithms for sparse filter design. Search on Bibsonomy IEEE Trans. Signal Processing The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Wei Hong, Dennis Wei, Aziz Umit Batur Video stabilization and rolling shutter distortion reduction. Search on Bibsonomy ICIP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Dennis Wei, Alan V. Oppenheim Sparsity maximization under a quadratic constraint with applications in filter design. Search on Bibsonomy ICASSP The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
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