Saptarshi Chakraborty

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 36

Top Topics

Privacy Preservation

Statistical Analyses

Shot Boundary Detection

Dimensional Data

Top Venues

Multim. Tools Appl.

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Saptarshi Chakraborty, Peter L. Bartlett
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data. ICLR (2024)
Saptarshi Chakraborty, Peter L. Bartlett
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data. CoRR (2024)
Shijie Wang, Saptarshi Chakraborty, Qian Qin, Ray Bai
Neural-g: A Deep Learning Framework for Mixing Density Estimation. CoRR (2024)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das
t-Divergence: A New Divergence Measure with Application to Robust Statistics & Clustering. Tiny Papers @ ICLR (2024)
Saptarshi Chakraborty, Peter L. Bartlett
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension. CoRR (2024)
Chandramauli Chakraborty, Sayan Paul, Saptarshi Chakraborty, Swagatam Das
Regularization. AISTATS (2023)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses. IEEE Trans. Cybern. 53 (8) (2023)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 45 (5) (2023)
Saptarshi Chakraborty, Marianthi Markatou, Robert Ball
Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}. R J. 15 (1) (2023)
Saptarshi Chakraborty, Jason Q. Xu
Biconvex Clustering. J. Comput. Graph. Stat. 32 (4) (2023)
Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu
Bregman Power k-Means for Clustering Exponential Family Data. ICML (2022)
Saptarshi Chakraborty, Alok Singh, Dalton Meitei Thounaojam
A novel bifold-stage shot boundary detection algorithm: invariant to motion and illumination. Vis. Comput. 38 (2) (2022)
Saptarshi Chakraborty, Swagatam Das
Detecting Meaningful Clusters From High-Dimensional Data: A Strongly Consistent Sparse Center-Based Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu
Bregman Power k-Means for Clustering Exponential Family Data. CoRR (2022)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification. CoRR (2022)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. AAAI (2021)
Saptarshi Chakraborty, Samuel W. K. Wong
BAMBI: An R Package for Fitting Bivariate Angular Mixture Models. J. Stat. Softw. 99 (11) (2021)
Saptarshi Chakraborty, Dalton Meitei Thounaojam
SBD-Duo: a dual stage shot boundary detection technique robust to motion and illumination effect. Multim. Tools Appl. 80 (2) (2021)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Xu
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. CoRR (2021)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS (2021)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
$t$-Entropy: A New Measure of Uncertainty with Some Applications. ISIT (2021)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
t-Entropy: A New Measure of Uncertainty with Some Applications. CoRR (2021)
Saptarshi Chakraborty, Dalton Meitei Thounaojam, Nidul Sinha
A Shot boundary Detection Technique based on Visual Colour Information. Multim. Tools Appl. 80 (3) (2021)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das
Robust Principal Component Analysis: A Median of Means Approach. CoRR (2021)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Xu
Entropy Regularized Power k-Means Clustering. CoRR (2020)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Xu
Kernel k-Means, By All Means: Algorithms and Strong Consistency. CoRR (2020)
Alok Singh, Dalton Meitei Thounaojam, Saptarshi Chakraborty
A novel automatic shot boundary detection algorithm: robust to illumination and motion effect. Signal Image Video Process. 14 (4) (2020)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das, Jason Xu
Entropy Weighted Power k-Means Clustering. AISTATS (2020)
Saptarshi Chakraborty, Debolina Paul, Swagatam Das
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. CoRR (2020)
Saptarshi Chakraborty, Dalton Meitei Thounaojam
A novel shot boundary detection system using hybrid optimization technique. Appl. Intell. 49 (9) (2019)
Saptarshi Chakraborty, Swagatam Das
Penalization on Variable Weights. CoRR (2019)
Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Ivan Zelinka
On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. GECCO (Companion) (2019)
Saptarshi Chakraborty, Swagatam Das
k-Means clustering with a new divergence-based distance metric: Convergence and performance analysis. Pattern Recognit. Lett. 100 (2017)
Saptarshi Chakraborty, B. K. Tripathy
Alpha-anonymization techniques for privacy preservation in social networks. Soc. Netw. Anal. Min. 6 (1) (2016)
Saptarshi Chakraborty, B. K. Tripathy
Privacy preserving anonymization of social networks using eigenvector centrality approach. Intell. Data Anal. 20 (3) (2016)
Saptarshi Chakraborty, B. K. Tripathy
Privacy preservation in relational data through l-diversity and recursive (c, l) diversity anonymisation. Int. J. Math. Model. Numer. Optimisation 7 (3/4) (2016)
Saptarshi Chakraborty, B. K. Tripathy
Privacy Preservation in Social networks through alpha: anonymization techniques. ASONAM (2015)
Saptarshi Chakraborty, John George Ambooken, B. K. Tripathy, Swarnalatha Purushotham
Analysis and Performance Enhancement to Achieve Recursive (c, l) Diversity Anonymization in Social Networks. Trans. Data Priv. 8 (2) (2015)
Saptarshi Chakraborty, Dhrubajyoti Das
An Overview of Face Liveness Detection. CoRR (2014)