Das, Swagatam

15 publications

IJCAI 2025 Dirichlet Process-Based Robust Clustering Using the Median-of-Means Estimator Supratik Basu, Jyotishka Ray Choudhury, Debolina Paul, Swagatam Das

AAAI 2025 From Complexity to Clarity: Transforming Chest X-Ray Reports with Chained Prompting (Student Abstract) Sujoy Nath, Arkaprabha Basu, Kushal Bose, Swagatam Das

TMLR 2024 Enhancing Contrastive Clustering with Negative Pair-Guided Regularization Abhishek Kumar, Anish Chakrabarty, Sankha Subhra Mullick, Swagatam Das

AISTATS 2023 Clustering High-Dimensional Data with Ordered Weighted $\ell_1$ Regularization Chandramauli Chakraborty, Sayan Paul, Saptarshi Chakraborty, Swagatam Das

ICML 2023 Interval Bound Interpolation for Few-Shot Learning with Few Tasks Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das

AAAI 2023 UEQMS: UMAP Embedded Quick Mean Shift Algorithm for High Dimensional Clustering Abhishek Kumar, Swagatam Das, Rammohan Mallipeddi

CVPR 2022 GridShift: A Faster Mode-Seeking Algorithm for Image Segmentation and Object Tracking Abhishek Kumar, Oladayo S. Ajani, Swagatam Das, Rammohan Mallipeddi

NeurIPS 2022 On Translation and Reconstruction Guarantees of the Cycle-Consistent Generative Adversarial Networks Anish Chakrabarty, Swagatam Das

AAAI 2021 Automated Clustering of High-Dimensional Data with a Feature Weighted Mean Shift Algorithm Saptarshi Chakraborty, Debolina Paul, Swagatam Das

NeurIPS 2021 Statistical Regeneration Guarantees of the Wasserstein Autoencoder with Latent Space Consistency Anish Chakrabarty, Swagatam Das

NeurIPS 2021 Uniform Concentration Bounds Toward a Unified Framework for Robust Clustering Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Xu

AISTATS 2020 Entropy Weighted Power K-Means Clustering Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Xu

IJCAI 2020 The Sparse MinMax K-Means Algorithm for High-Dimensional Clustering Sayak Dey, Swagatam Das, Rammohan Mallipeddi

MLJ 2018 Clustering with Missing Features: A Penalized Dissimilarity Measure Based Approach Shounak Datta, Supritam Bhattacharjee, Swagatam Das

MLJ 2017 Feature-Weighted Clustering with Inner Product Induced Norm Based Dissimilarity Measures: An Optimization Perspective Arkajyoti Saha, Swagatam Das