Syamantak Kumar

According to our database, Syamantak Kumar authored at least 5 papers between 2021 and 2024.

Collaborative distances:

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

2024

Thresholded Oja does Sparse PCA?

Syamantak Kumar, Purnamrita Sarkar

CoRR, 2024

Keep or toss? A nonparametric score to evaluate solutions for noisy ICA.

Syamantak Kumar, Purnamrita Sarkar, Peter J. Bickel, Derek Bean

CoRR, 2024

Black-Box k-to-1-PCA Reductions: Theory and Applications.

Arun Jambulapati, Syamantak Kumar, Jerry Li, Shourya Pandey, Ankit Pensia, Kevin Tian

Proceedings of the Thirty Seventh Annual Conference on Learning Theory, June 30, 2024

2023

Streaming PCA for Markovian Data.

Syamantak Kumar, Purnamrita Sarkar

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2021

From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Text.

Ishan Tarunesh, Syamantak Kumar, Preethi Jyothi

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021