Biblio
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2016. Optimally Pruning Decision Tree Ensembles With Feature Cost. CoRR. abs/1601.00955
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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. Energy-Efficient Adaptive Classifier Design for Mobile Systems. Proceedings of the 2016 International Symposium on Low Power Electronics and Design, {ISLPED} 2016, San Francisco Airport, CA, USA, August 08 - 10, 2016. :52–57.
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2016. Efficient algorithms for linear polyhedral bandits. 2016 {IEEE} International Conference on Acoustics, Speech and Signal Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016. :4796–4800.
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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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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. Efficient Training of Very Deep Neural Networks for Supervised Hashing. 2016 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2016, Las Vegas, NV, USA, June 27-30, 2016. :1487–1495.
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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. Guest Editorial Inference and Learning over Networks. {IEEE} Trans. Signal and Information Processing over Networks. 2:423–425.
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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. A Provably Efficient Algorithm for Separable Topic Discovery. J. Sel. Topics Signal Processing. 10:712–725.
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2017. Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models. CoRR. abs/1710.10366
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2017. Crowdsourcing with Sparsely Interacting Workers. CoRR. abs/1706.06660
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2017. Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget. CoRR. abs/1705.10924
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2017. Adaptive Classification for Prediction Under a Budget. CoRR. abs/1705.10194
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2017. Comments on the proof of adaptive submodular function minimization. CoRR. abs/1705.03771
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2017. Dynamic Model Selection for Prediction Under a Budget. CoRR. abs/1704.07505
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2017. Field of Groves: An Energy-Efficient Random Forest. CoRR. abs/1704.02978
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2017. Adaptive Neural Networks for Fast Test-Time Prediction. CoRR. abs/1702.07811
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2017. Clustering and Community Detection With Imbalanced Clusters. {IEEE} Trans. Signal and Information Processing over Networks. 3:61–76.
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2017. Learning Immune-Defectives Graph Through Group Tests. {IEEE} Trans. Information Theory. 63:3010–3028.
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2017. PRISM: Person Reidentification via Structured Matching. {IEEE} Trans. Circuits Syst. Video Techn.. 27:499–512.
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2014. Dynamic multi-domain bipedal walking with atrias through slip based human-inspired control. Proceedings of the 17th international conference on Hybrid systems: computation and control. :263–272.
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2015. Controller synthesis for mode-target games. IFAC-PapersOnLine. 48:343–350.