Supratim Shit

14 papers A* 3A 1Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
On Sketching for Gaussian Process Regression with New Statistical Guarantees.
Trans. Mach. Learn. Res.
Jayesh Malaviya, Rachit Chhaya, Anirban Dasgupta, Supratim Shit
2025 J jnl
A Simple PTAS for Weighted
CoRR
Akash Pareek, Supratim Shit
2025 A* conf
Improved Coresets for Vertical Federated Learning: Regularized Linear and Logistic Regressions.
ICML
Supratim Shit, Gurmehak Kaur Chadha, Surendra Kumar, Bapi Chatterjee
2024 J jnl
Accurate Coresets for Latent Variable Models and Regularized Regression.
CoRR
Sanskar Ranjan, Supratim Shit
2022 J jnl
Efficient NTK using Dimensionality Reduction.
CoRR
Nir Ailon, Supratim Shit
2022 A conf
On Coresets for Fair Regression and Individually Fair Clustering.
AISTATS
Rachit Chhaya, Anirban Dasgupta, Jayesh Choudhari, Supratim Shit
2022 J jnl
Online Coresets for Parameteric and Non-Parametric Bregman Clustering.
Trans. Mach. Learn. Res.
Supratim Shit, Anirban Dasgupta, Rachit Chhaya, Jayesh Choudhari
2021 — conf
ℓp Subspace Embedding in Input Sparsity Time.
COMAD/CODS
Supratim Shit
2020 J jnl
On Coresets For Regularized Regression.
CoRR
Rachit Chhaya, Anirban Dasgupta, Supratim Shit
2020 A* conf
On Coresets for Regularized Regression.
ICML
Rachit Chhaya, Anirban Dasgupta, Supratim Shit
2020 J jnl
Online Coresets for Clustering with Bregman Divergences.
CoRR
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit
2020 A* conf
Streaming Coresets for Symmetric Tensor Factorization.
ICML
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit
2020 J jnl
Streaming Coresets for Symmetric Tensor Factorization.
CoRR
Rachit Chhaya, Jayesh Choudhari, Anirban Dasgupta, Supratim Shit
2016 J jnl
Consensus-Aware Sociopsychological Trust Model for Wireless Sensor Networks.
ACM Trans. Sens. Networks
Heena Rathore, Venkataramana Badarla, Supratim Shit