Arpita Gang

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 15

Top Topics

Spatially Distributed

Principal Component Analysis

Top Venues

Publications

Muhammad Zulqarnain, Arpita Gang, Waheed U. Bajwa
C-DIEGO: An Algorithm with Near-Optimal Sample Complexity for Distributed, Streaming PCA. CISS (2023)
Arpita Gang, Waheed U. Bajwa
A linearly convergent algorithm for distributed principal component analysis. Signal Process. 193 (2022)
Arpita Gang, Waheed U. Bajwa
The Best of Both Worlds: Distributed PCA That is Both Exact and Communication Efficient. EUSIPCO (2022)
Arpita Gang, Waheed U. Bajwa
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis. IEEE Trans. Signal Process. 70 (2022)
Arpita Gang, Bingqing Xiang, Waheed U. Bajwa
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation. IEEE Trans. Signal Inf. Process. over Networks 7 (2021)
Bingqing Xiang, Arpita Gang, Waheed U. Bajwa
Distributed Principal Subspace Analysis for Partitioned Big Data: Algorithms, Analysis, and Implementation. CoRR (2021)
Arpita Gang, Waheed U. Bajwa
A Linearly Convergent Algorithm for Distributed Principal Component Analysis. CoRR (2021)
Arpita Gang, Waheed U. Bajwa
FAST-PCA: A Fast and Exact Algorithm for Distributed Principal Component Analysis. CoRR (2021)
Zhixiong Yang, Arpita Gang, Waheed U. Bajwa
Adversary-Resilient Distributed and Decentralized Statistical Inference and Machine Learning: An Overview of Recent Advances Under the Byzantine Threat Model. IEEE Signal Process. Mag. 37 (3) (2020)
Arpita Gang, Haroon Raja, Waheed U. Bajwa
Fast and Communication-efficient Distributed Pca. ICASSP (2019)
Zhixiong Yang, Arpita Gang, Waheed U. Bajwa
Adversary-resilient Inference and Machine Learning: From Distributed to Decentralized. CoRR (2019)
Arpita Gang, Pravesh Biyani, Akshay Soni
Towards Automated Single Channel Source Separation using Neural Networks. CoRR (2018)
Arpita Gang, Pravesh Biyani, Akshay Soni
Towards Automated Single Channel Source Separation Using Neural Networks. INTERSPEECH (2018)
Ramanjit Ahuja, Arpita Gang, Pravesh Biyani, Surendra Prasad
A fast converging method for common mode sensor based impulse noise cancellation for downstream VDSL. EUSIPCO (2016)
Arpita Gang, Pravesh Biyani
On Discriminative Framework for Single Channel Audio Source Separation. INTERSPEECH (2016)