2 papers
math.ST2023
Streaming PCA for Markovian Data
Syamantak Kumar, Purnamrita Sarkar
Since its inception in 1982, Oja's algorithm has become an established method for streaming principle component analysis (PCA). We study the problem of streaming PCA, where the dat…
cs.CL2021
From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text
Ishan Tarunesh, Syamantak Kumar, Preethi Jyothi
Generating code-switched text is a problem of growing interest, especially given the scarcity of corpora containing large volumes of real code-switched text. In this work, we adapt…