Biblio
Filters: Author is Venkatesh Saligrama [Clear All Filters]
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2016. Man is to Computer Programmer as Woman is to Homemaker? Debiasing Word Embeddings Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, December 5-10, 2016, Barcelona, Spain. :4349–4357.
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2016. Minimax Optimal Sparse Signal Recovery With Poisson Statistics. {IEEE} Trans. Signal Processing. 64:3495–3508.
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2016. On the Non-Existence of Unbiased Estimators in Constrained Estimation Problems. CoRR. abs/1609.07415
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2016. Optimally Pruning Decision Tree Ensembles With Feature Cost. CoRR. abs/1601.00955
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2016. A Provably Efficient Algorithm for Separable Topic Discovery. J. Sel. Topics Signal Processing. 10:712–725.
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2016. Pruning Random Forests for Prediction on a Budget. {NIPS}. :2334–2342.
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2016. Quantifying and Reducing Stereotypes in Word Embeddings. CoRR. abs/1606.06121
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2016. Retrieval in Long-Surveillance Videos Using User-Described Motion and Object Attributes. {IEEE} Trans. Circuits Syst. Video Techn.. 26:2313–2327.
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2016. Sequential Learning without Feedback. CoRR. abs/1610.05394
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2016. Structured Prediction with Test-time Budget Constraints. CoRR. abs/1602.08761
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2016. Zero-Shot Learning via Joint Latent Similarity Embedding. 2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016. :6034–6042.
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2016. Zero-Shot Recognition via Structured Prediction. Computer Vision - {ECCV} 2016 - 14th European Conference, Amsterdam, The Netherlands, October 11-14, 2016, Proceedings, Part {VII}. 9911:533–548.
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2015. Algorithms for Linear Bandits on Polyhedral Sets. CoRR. abs/1509.07927
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2015. BING++: A Fast High Quality Object Proposal Generator at 100fps. CoRR. abs/1511.04511
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2015. Classifying Unseen Instances by Learning Class-Independent Similarity Functions. CoRR. abs/1511.04512
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2015. Correction to "Boolean Compressed Sensing and Noisy Group Testing". {IEEE} Trans. Information Theory. 61:1507.
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2015. Cost effective algorithms for spectral bandits. 53rd Annual Allerton Conference on Communication, Control, and Computing, Allerton 2015, Allerton Park {&} Retreat Center, Monticello, IL, USA, September 29 - October 2, 2015. :1323–1329.
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2015. Efficient Activity Retrieval through Semantic Graph Queries. Proceedings of the 23rd Annual {ACM} Conference on Multimedia Conference, {MM} '15, Brisbane, Australia, October 26 - 30, 2015. :391–400.
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2015. Efficient detection and localization on graph structured data. 2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015. :5590–5594.
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2015. Efficient Learning by Directed Acyclic Graph For Resource Constrained Prediction. Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, December 7-12, 2015, Montreal, Quebec, Canada. :2152–2160.
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2015. Group Membership Prediction. 2015 {IEEE} International Conference on Computer Vision, {ICCV} 2015, Santiago, Chile, December 7-13, 2015. :3916–3924.
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2015. Learning Efficient Anomaly Detectors from K-NN Graphs. Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, {AISTATS} 2015, San Diego, California, USA, May 9-12, 2015. 38
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2015. Learning immune-defectives graph through group tests. {IEEE} International Symposium on Information Theory, {ISIT} 2015, Hong Kong, China, June 14-19, 2015. :66–70.
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2015. Learning Mixed Membership Mallows Models from Pairwise Comparisons. CoRR. abs/1504.00757
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2015. Learning shared rankings from mixtures of noisy pairwise comparisons. 2015 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2015, South Brisbane, Queensland, Australia, April 19-24, 2015. :5446–5450.