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Effectively Leveraging Attributes for Visual Similarity


May 04, 2021
Samarth Mishra, Zhongping Zhang, Yuan Shen, Ranjitha Kumar, Venkatesh Saligrama, Bryan Plummer

* Accepted to CVPR2021 CVFAD Workshop 

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Surprisingly Simple Semi-Supervised Domain Adaptation with Pretraining and Consistency


Jan 29, 2021
Samarth Mishra, Kate Saenko, Venkatesh Saligrama

* 13 pages, 6 figures 

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Selective Classification via One-Sided Prediction


Nov 07, 2020
Aditya Gangrade, Anil Kag, Venkatesh Saligrama

* v2: typo fixes 

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Online Algorithm for Unsupervised Sequential Selection with Contextual Information


Oct 23, 2020
Arun Verma, Manjesh K. Hanawal, Csaba Szepesvári, Venkatesh Saligrama

* Accepted to NeurIPS 2020 

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RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm


Oct 15, 2020
Yun Yue, Ming Li, Venkatesh Saligrama, Ziming Zhang


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Piecewise Linear Regression via a Difference of Convex Functions


Jul 05, 2020
Ali Siahkamari, Aditya Gangrade, Brian Kulis, Venkatesh Saligrama

* Appearing in ICML2020 Proceedings 

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Budget Learning via Bracketing


Apr 14, 2020
Aditya Gangrade, Durmus Alp Emre Acar, Venkatesh Saligrama

* Slightly expanded version of a paper to be presented at AISTATS 2020 

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Dont Even Look Once: Synthesizing Features for Zero-Shot Detection


Nov 18, 2019
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

* 10 pages, 4 figures, 3 tables 

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RNNs Evolving on an Equilibrium Manifold: A Panacea for Vanishing and Exploding Gradients?


Aug 26, 2019
Anil Kag, Ziming Zhang, Venkatesh Saligrama


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Learning Bregman Divergences


Jun 06, 2019
Ali Siahkamari, Venkatesh Saligrama, David Castanon, Brian Kulis

* 18 pages, 3 figures 

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Gradient Descent for Sparse Rank-One Matrix Completion for Crowd-Sourced Aggregation of Sparsely Interacting Workers


Apr 25, 2019
Yao Ma, Alex Olshevsky, Venkatesh Saligrama, Csaba Szepesvari


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Equilibrated Recurrent Neural Network: Neuronal Time-Delayed Self-Feedback Improves Accuracy and Stability


Mar 02, 2019
Ziming Zhang, Anil Kag, Alan Sullivan, Venkatesh Saligrama


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Graph Resistance and Learning from Pairwise Comparisons


Feb 01, 2019
Julien M. Hendrickx, Alex Olshevsky, Venkatesh Saligrama

* 16 pages, including 6 pages supplementary material 

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Learning for New Visual Environments with Limited Labels


Jan 25, 2019
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

* 11 pages, 3 figures, 3 tables 

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Online Algorithm for Unsupervised Sensor Selection


Jan 15, 2019
Arun Verma, Manjesh K. Hanawal, Csaba Szepesvári, Venkatesh Saligrama

* Accepted at AIStats 2019 

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Testing Changes in Communities for the Stochastic Block Model


Nov 29, 2018
Aditya Gangrade, Praveen Venkatesh, Bobak Nazer, Venkatesh Saligrama


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Generalized Zero-Shot Recognition based on Visually Semantic Embedding


Nov 19, 2018
Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama

* 9 pages, 3 figures, 6 tables 

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Learning Where to Fixate on Foveated Images


Nov 16, 2018
Hanxiao Wang, Venkatesh Saligrama, Stan Sclaroff, Vitaly Ablavsky


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Building a Robust Text Classifier on a Test-Time Budget


Aug 29, 2018
Md Rizwan Parvez, Tolga Bolukbasi, kai-Wei Chang, Venkatesh Saligrama


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Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs


Aug 22, 2018
Yuting Chen, Joseph Wang, Yannan Bai, Gregory Castañón, Venkatesh Saligrama

* 1520-9210 (c) 2018 IEEE. This paper has been accepted by IEEE Transactions on Multimedia. Print ISSN: 1520-9210. Online ISSN: 1941-0077. Preprint link is https://ieeexplore.ieee.org/document/8438958/ 

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Zero-Shot Detection


Mar 19, 2018
Pengkai Zhu, Hanxiao Wang, Tolga Bolukbasi, Venkatesh Saligrama

* 16 pages, 5 figures 

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Lower Bounds for Two-Sample Structural Change Detection in Ising and Gaussian Models


Oct 28, 2017
Aditya Gangrade, Bobak Nazer, Venkatesh Saligrama

* Presented at the 55th Annual Allerton Conference on Communication, Control, and Computing, Oct. 2017 

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Adaptive Neural Networks for Efficient Inference


Sep 18, 2017
Tolga Bolukbasi, Joseph Wang, Ofer Dekel, Venkatesh Saligrama

* Proceedings of the 34th International Conference on Machine Learning, PMLR 70:527-536, 2017 

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Crowdsourcing with Sparsely Interacting Workers


Jun 20, 2017
Yao Ma, Alex Olshevsky, Venkatesh Saligrama, Csaba Szepesvari


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Sequential Dynamic Decision Making with Deep Neural Nets on a Test-Time Budget


May 31, 2017
Henghui Zhu, Feng Nan, Ioannis Paschalidis, Venkatesh Saligrama


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Adaptive Classification for Prediction Under a Budget


May 26, 2017
Feng Nan, Venkatesh Saligrama

* arXiv admin note: substantial text overlap with arXiv:1704.07505 

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