Arpita Gang

According to our database, Arpita Gang authored at least 11 papers between 2016 and 2023.

Collaborative distances:

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

2023

C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA.

Muhammad Zulqarnain, Arpita Gang, Waheed U. Bajwa

Proceedings of the 57th Annual Conference on Information Sciences and Systems, 2023

2022

FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis.

Arpita Gang, Waheed U. Bajwa

IEEE Trans. Signal Process., 2022

A linearly convergent algorithm for distributed principal component analysis.

Arpita Gang, Waheed U. Bajwa

Signal Process., 2022

The Best of Both Worlds: Distributed PCA That is Both Exact and Communication Efficient.

Arpita Gang, Waheed U. Bajwa

Proceedings of the 30th European Signal Processing Conference, 2022

2021

Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation.

Arpita Gang, Bingqing Xiang, Waheed U. Bajwa

IEEE Trans. Signal Inf. Process. over Networks, 2021

2020

Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model.

Zhixiong Yang, Arpita Gang, Waheed U. Bajwa

IEEE Signal Process. Mag., 2020

2019

Adversary-resilient Inference and Machine Learning: From Distributed to Decentralized.

Zhixiong Yang, Arpita Gang, Waheed U. Bajwa

CoRR, 2019

Fast and Communication-efficient Distributed Pca.

Arpita Gang, Haroon Raja, Waheed U. Bajwa

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Towards Automated Single Channel Source Separation Using Neural Networks.

Arpita Gang, Pravesh Biyani, Akshay Soni

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

2016

On Discriminative Framework for Single Channel Audio Source Separation.

Arpita Gang, Pravesh Biyani

Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016

A fast converging method for common mode sensor based impulse noise cancellation for downstream VDSL.

Ramanjit Ahuja, Arpita Gang, Pravesh Biyani, Surendra Prasad

Proceedings of the 24th European Signal Processing Conference, 2016