Get our free extension to see links to code for papers anywhere online!

 Add to Chrome

 Add to Firefox

CatalyzeX Code Finder - Browser extension linking code for ML papers across the web! | Product Hunt Embed
Online Algorithm for Unsupervised Sequential Selection with Contextual Information

Oct 23, 2020
Arun Verma, Manjesh K. Hanawal, Csaba Szepesv√°ri, Venkatesh Saligrama

* Accepted to NeurIPS 2020 

  Access Paper or Ask Questions

Selective Classification via One-Sided Prediction

Oct 15, 2020
Aditya Gangrade, Anil Kag, Venkatesh Saligrama


  Access Paper or Ask Questions

RNN Training along Locally Optimal Trajectories via Frank-Wolfe Algorithm

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


  Access Paper or Ask Questions

Piecewise Linear Regression via a Difference of Convex Functions

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

* Appearing in ICML2020 Proceedings 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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

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


  Access Paper or Ask Questions

Learning Bregman Divergences

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

* 18 pages, 3 figures 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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

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


  Access Paper or Ask Questions

Graph Resistance and Learning from Pairwise Comparisons

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

* 16 pages, including 6 pages supplementary material 

  Access Paper or Ask Questions

Learning for New Visual Environments with Limited Labels

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

* 11 pages, 3 figures, 3 tables 

  Access Paper or Ask Questions

Online Algorithm for Unsupervised Sensor Selection

Jan 15, 2019
Arun Verma, Manjesh K. Hanawal, Csaba Szepesv√°ri, Venkatesh Saligrama

* Accepted at AIStats 2019 

  Access Paper or Ask Questions

Testing Changes in Communities for the Stochastic Block Model

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


  Access Paper or Ask Questions

Generalized Zero-Shot Recognition based on Visually Semantic Embedding

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

* 9 pages, 3 figures, 6 tables 

  Access Paper or Ask Questions

Learning Where to Fixate on Foveated Images

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


  Access Paper or Ask Questions

Building a Robust Text Classifier on a Test-Time Budget

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


  Access Paper or Ask Questions

Probabilistic Semantic Retrieval for Surveillance Videos with Activity Graphs

Aug 22, 2018
Yuting Chen, Joseph Wang, Yannan Bai, Gregory Casta√Ī√≥n, 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/ 

  Access Paper or Ask Questions

Zero-Shot Detection

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

* 16 pages, 5 figures 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Crowdsourcing with Sparsely Interacting Workers

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


  Access Paper or Ask Questions

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

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


  Access Paper or Ask Questions

Adaptive Classification for Prediction Under a Budget

May 26, 2017
Feng Nan, Venkatesh Saligrama

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

  Access Paper or Ask Questions

Sequential Optimization for Efficient High-Quality Object Proposal Generation

May 22, 2017
Ziming Zhang, Yun Liu, Xi Chen, Yanjun Zhu, Ming-Ming Cheng, Venkatesh Saligrama, Philip H. S. Torr

* Accepted by TPAMI 

  Access Paper or Ask Questions

Comments on the proof of adaptive submodular function minimization

May 10, 2017
Feng Nan, Venkatesh Saligrama


  Access Paper or Ask Questions

Dynamic Model Selection for Prediction Under a Budget

Apr 25, 2017
Feng Nan, Venkatesh Saligrama


  Access Paper or Ask Questions