Supratim Shit

According to our database, Supratim Shit authored at least 13 papers between 2016 and 2026.

Collaborative distances:

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

2026

COREKG: Coreset-Guided Personalized Summarization of Knowledge Graphs.

Sohel Aman Khan, Raghava Mutharaju, Supratim Shit

CoRR, May, 2026

On Sketching for Gaussian Process Regression with New Statistical Guarantees.

Jayesh Malaviya, Rachit Chhaya, Anirban Dasgupta, Supratim Shit

Trans. Mach. Learn. Res., 2026

2025

A Simple PTAS for Weighted <i>k</i>-means and Sensor Coverage.

Akash Pareek, Supratim Shit

CoRR, August, 2025

Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions.

Supratim Shit, Gurmehak Kaur Chadha, Surendra Kumar, Bapi Chatterjee

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Accurate Coresets for Latent Variable Models and Regularized Regression.

Sanskar Ranjan, Supratim Shit

CoRR, 2024

2022

Online Coresets for Parameteric and Non-Parametric Bregman Clustering.

Supratim Shit, Anirban Dasgupta, Rachit Chhaya, Jayesh Choudhari

Trans. Mach. Learn. Res., 2022

Efficient NTK using Dimensionality Reduction.

Nir Ailon, Supratim Shit

CoRR, 2022

On Coresets for Fair Regression and Individually Fair Clustering.

Rachit Chhaya, Anirban Dasgupta, Jayesh Choudhari, Supratim Shit

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

ℓp Subspace Embedding in Input Sparsity Time.

Supratim Shit

Proceedings of the CODS-COMAD 2021: 8th ACM IKDD CODS and 26th COMAD, 2021

2020

Online Coresets for Clustering with Bregman Divergences.

Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit

CoRR, 2020

Streaming Coresets for Symmetric Tensor Factorization.

Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit

Proceedings of the 37th International Conference on Machine Learning, 2020

On Coresets for Regularized Regression.

Rachit Chhaya, Anirban Dasgupta, Supratim Shit

Proceedings of the 37th International Conference on Machine Learning, 2020

2016

Consensus-Aware Sociopsychological Trust Model for Wireless Sensor Networks.

Heena Rathore, Venkataramana Badarla, Supratim Shit

ACM Trans. Sens. Networks, 2016