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Saptarshi Chakraborty
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2020 – today
- 2024
- [c10]Saptarshi Chakraborty, Peter L. Bartlett:
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data. ICLR 2024 - [c9]Debolina Paul, Saptarshi Chakraborty, Swagatam Das:
t-Divergence: A New Divergence Measure with Application to Robust Statistics & Clustering. Tiny Papers @ ICLR 2024 - [i13]Saptarshi Chakraborty, Peter L. Bartlett:
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension. CoRR abs/2401.15801 (2024) - [i12]Saptarshi Chakraborty, Peter L. Bartlett:
A Statistical Analysis of Wasserstein Autoencoders for Intrinsically Low-dimensional Data. CoRR abs/2402.15710 (2024) - [i11]Shijie Wang, Saptarshi Chakraborty, Qian Qin, Ray Bai:
Neural-g: A Deep Learning Framework for Mixing Density Estimation. CoRR abs/2406.05986 (2024) - 2023
- [j16]Saptarshi Chakraborty, Jason Q. Xu
:
Biconvex Clustering. J. Comput. Graph. Stat. 32(4): 1524-1536 (2023) - [j15]Debolina Paul
Implicit Annealing in Kernel Spaces: A Strongly Consistent Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 45(5): 5862-5871 (2023) - [j14]Saptarshi Chakraborty, Marianthi Markatou, Robert Ball:
Likelihood Ratio Test-Based Drug Safety Assessment using R Package \pkg{pvLRT}. R J. 15(1): 101-121 (2023) - [j13]Saptarshi Chakraborty
On Consistent Entropy-Regularized k-Means Clustering With Feature Weight Learning: Algorithm and Statistical Analyses. IEEE Trans. Cybern. 53(8): 4779-4790 (2023) - [c8]Chandramauli Chakraborty, Sayan Paul, Saptarshi Chakraborty, Swagatam Das:
Clustering High-dimensional Data with Ordered Weighted ℓ1 Regularization. AISTATS 2023: 7176-7189 - 2022
- [j12]Saptarshi Chakraborty
Detecting Meaningful Clusters From High-Dimensional Data: A Strongly Consistent Sparse Center-Based Clustering Approach. IEEE Trans. Pattern Anal. Mach. Intell. 44(6): 2894-2908 (2022) - [j11]Saptarshi Chakraborty
A novel bifold-stage shot boundary detection algorithm: invariant to motion and illumination. Vis. Comput. 38(2): 445-456 (2022) - [c7]Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu:
Bregman Power k-Means for Clustering Exponential Family Data. ICML 2022: 22103-22119 - [i10]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
Robust Linear Predictions: Analyses of Uniform Concentration, Fast Rates and Model Misspecification. CoRR abs/2201.01973 (2022) - [i9]Adithya Vellal, Saptarshi Chakraborty, Jason Q. Xu:
Bregman Power k-Means for Clustering Exponential Family Data. CoRR abs/2206.10860 (2022) - 2021
- [j10]Saptarshi Chakraborty
BAMBI: An R Package for Fitting Bivariate Angular Mixture Models. J. Stat. Softw. 99(11) (2021) - [j9]Saptarshi Chakraborty
SBD-Duo: a dual stage shot boundary detection technique robust to motion and illumination effect. Multim. Tools Appl. 80(2): 3071-3087 (2021) - [j8]Saptarshi Chakraborty
A Shot boundary Detection Technique based on Visual Colour Information. Multim. Tools Appl. 80(3): 4007-4022 (2021) - [c6]Saptarshi Chakraborty, Debolina Paul
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. AAAI 2021: 6930-6938 - [c5]Saptarshi Chakraborty, Debolina Paul
$t$-Entropy: A New Measure of Uncertainty with Some Applications. ISIT 2021: 1475-1480 - [c4]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. NeurIPS 2021: 8307-8319 - [i8]Debolina Paul, Saptarshi Chakraborty, Swagatam Das:
Robust Principal Component Analysis: A Median of Means Approach. CoRR abs/2102.03403 (2021) - [i7]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
t-Entropy: A New Measure of Uncertainty with Some Applications. CoRR abs/2105.00316 (2021) - [i6]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Uniform Concentration Bounds toward a Unified Framework for Robust Clustering. CoRR abs/2110.14148 (2021) - 2020
- [j7]Alok Singh
A novel automatic shot boundary detection algorithm: robust to illumination and motion effect. Signal Image Video Process. 14(4): 645-653 (2020) - [c3]Saptarshi Chakraborty
Entropy Weighted Power k-Means Clustering. AISTATS 2020: 691-701 - [i5]Saptarshi Chakraborty, Debolina Paul
Entropy Regularized Power k-Means Clustering. CoRR abs/2001.03452 (2020) - [i4]Debolina Paul, Saptarshi Chakraborty, Swagatam Das, Jason Q. Xu:
Kernel k-Means, By All Means: Algorithms and Strong Consistency. CoRR abs/2011.06461 (2020) - [i3]Saptarshi Chakraborty, Debolina Paul, Swagatam Das:
Automated Clustering of High-dimensional Data with a Feature Weighted Mean Shift Algorithm. CoRR abs/2012.10929 (2020)
2010 – 2019
- 2019
- [j6]Saptarshi Chakraborty
A novel shot boundary detection system using hybrid optimization technique. Appl. Intell. 49(9): 3207-3220 (2019) - [c2]Debolina Paul
On the non-convergence of differential evolution: some generalized adversarial conditions and a remedy. GECCO (Companion) 2019: 265-266 - [i2]Saptarshi Chakraborty, Swagatam Das:
A Strongly Consistent Sparse k-means Clustering with Direct l1 Penalization on Variable Weights. CoRR abs/1903.10039 (2019) - 2017
- [j5]Saptarshi Chakraborty
k-Means clustering with a new divergence-based distance metric: Convergence and performance analysis. Pattern Recognit. Lett. 100: 67-73 (2017) - 2016
- [j4]Saptarshi Chakraborty, B. K. Tripathy
Privacy preserving anonymization of social networks using eigenvector centrality approach. Intell. Data Anal. 20(3): 543-560 (2016) - [j3]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): 338-362 (2016) - [j2]Saptarshi Chakraborty, B. K. Tripathy
Alpha-anonymization techniques for privacy preservation in social networks. Soc. Netw. Anal. Min. 6(1): 29:1-29:11 (2016) - 2015
- [j1]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): 173-215 (2015) - [c1]Saptarshi Chakraborty, B. K. Tripathy
Privacy Preservation in Social networks through alpha: anonymization techniques. ASONAM 2015: 1602-1603 - 2014
- [i1]Saptarshi Chakraborty, Dhrubajyoti Das:
An Overview of Face Liveness Detection. CoRR abs/1405.2227 (2014)
Coauthor Index
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last updated on 2024-10-07 21:23 CEST by the dblp team
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