Gaurav Srivastava

According to our database, Gaurav Srivastava authored at least 16 papers between 2002 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Sample-Efficient Personalization: Modeling User Parameters as Low Rank Plus Sparse Components.

Soumyabrata Pal, Prateek Varshney, Gagan Madan, Prateek Jain, Abhradeep Thakurta, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Private and Efficient Meta-Learning with Low Rank and Sparse Decomposition.

Soumyabrata Pal, Prateek Varshney, Prateek Jain, Abhradeep Guha Thakurta, Gagan Madan, Gaurav Aggarwal, Pradeep Shenoy, Gaurav Srivastava

CoRR, 2022

2014

Multi-camera Human Action Recognition.

Gaurav Srivastava, Johnny Park, Avinash C. Kak, Birgi Tamersoy, J. K. Aggarwal

Computer Vision, A Reference Guide, 2014

Randomized Subspace Learning Algorithms with Subspace Structure Preservation Guarantees.

Devansh Arpit, Gaurav Srivastava, Venu Govindaraju

CoRR, 2014

AKULA - Adaptive Cluster Aggregation for Visual Search.

Abhishek Nagar, Zhu Li, Gaurav Srivastava, Kyungmo Park

Proceedings of the Data Compression Conference, 2014

Cascade of Box (CABOX) Filters for Optimal Scale Space Approximation.

Victor Fragoso, Gaurav Srivastava, Abhishek Nagar, Zhu Li, Kyungmo Park, Matthew A. Turk

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013

Large Visual Repository Search with Hash Collision Design Optimization.

Xin Xin, Abhishek Nagar, Gaurav Srivastava, Zhu Li, Felix C. A. Fernandes, Aggelos K. Katsaggelos

IEEE Multim., 2013

Using objective ground-truth labels created by multiple annotators for improved video classification: A comparative study.

Gaurav Srivastava, Josiah A. Yoder, Johnny Park, Avinash C. Kak

Comput. Vis. Image Underst., 2013

Low-rank embedding for semisupervised face classification.

Gaurav Srivastava, Ming Shao, Yun Fu

Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013

2012

Locality-constrained Low Rank Coding for face recognition.

Devansh Arpit, Gaurav Srivastava, Yun Fu

Proceedings of the 21st International Conference on Pattern Recognition, 2012

2009

Distributed and lightweight multi-camera human activity classification.

Gaurav Srivastava, Hidekazu Iwaki, Johnny Park, Avinash C. Kak

Proceedings of the Third ACM/IEEE International Conference on Distributed Smart Cameras, 2009

2008

A novel evidence accumulation framework for robust multi-camera person detection.

Hidekazu Iwaki, Gaurav Srivastava, Akio Kosaka, Johnny Park, Avinash C. Kak

Proceedings of the 2008 Second ACM/IEEE International Conference on Distributed Smart Cameras, 2008

2005

ICA-based procedures for removing ballistocardiogram artifacts from EEG data acquired in the MRI scanner.

Gaurav Srivastava, Sonia Crottaz-Herbette, K. M. Lau, Gary H. Glover, Vinod Menon

NeuroImage, 2005

2004

Default-mode network activity distinguishes Alzheimer's disease from healthy aging: Evidence from functional MRI.

Michael D. Greicius, Gaurav Srivastava, Allan L. Reiss, Vinod Menon

Proc. Natl. Acad. Sci. USA, 2004

2002

A fast object detection algorithm using motion-based region-of-interest determination.

Alwin Anbu, Gaurav Agarwal, Gaurav Srivastava

Proceedings of the 14th International Conference on Digital Signal Processing, 2002

A very low bit rate video codec with Smart Error Resiliency features for robust wireless video transmission.

Gaurav Srivastava, Gaurav Agarwal, Sumana Gupta

Proceedings of the IEEE International Conference on Acoustics, 2002