Shounak Datta - RankMe

40 papers A* 2A 1Journal 34Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Evaluating Hallucination in Large Vision-Language Models based on Context-Aware Object Similarities. CoRR Shounak Datta, Dhanasekar Sundararaman
2024	J	`jnl`	Remote state preparation by multiple observers using a single copy of a two-qubit entangled state. Quantum Inf. Process. Shounak Datta, Shiladitya Mal, Arun K. Pati, Archan S. Majumdar
2023	J	`jnl`	Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures. CoRR Yuanfang Ren, Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Shounak Datta, Matthew M. Ruppert, Ziyuan Guan, Benjamin Shickel, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2023	A*	`conf`	Interval Bound Interpolation for Few-shot Learning with Few Tasks. ICML Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
2022	J	`jnl`	A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers. Pattern Recognit. Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Asit Kumar Das, Rammohan Mallipeddi
2022	J	`jnl`	Interval Bound Propagation-aided Few-shot Learning. CoRR Shounak Datta, Sankha Subhra Mullick, Swagatam Das
2021	A	`conf`	Counterfactual Representation Learning with Balancing Weights. AISTATS Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
2021	J	`jnl`	Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multiobjective Optimization Approach. IEEE Trans. Cybern. Avisek Gupta, Shounak Datta, Swagatam Das
2020	J	`jnl`	Application of Deep Interpolation Network for Clustering of Physiologic Time Series. CoRR Yanjun Li, Yuanfang Ren, Tyler J. Loftus, Shounak Datta, Matthew Ruppert, Ziyuan Guan, Dapeng Oliver Wu, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2020	J	`jnl`	Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis. CoRR Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das
2020	J	`jnl`	Appropriateness of performance indices for imbalanced data classification: An analysis. Pattern Recognit. Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das
2020	J	`jnl`	Boosting with Lexicographic Programming: Addressing Class Imbalance without Cost Tuning. IEEE Trans. Knowl. Data Eng. Shounak Datta, Sayak Nag, Swagatam Das
2020	J	`jnl`	Counterfactual Representation Learning with Balancing Weights. CoRR Serge Assaad, Shuxi Zeng, Chenyang Tao, Shounak Datta, Nikhil Mehta, Ricardo Henao, Fan Li, Lawrence Carin
2020	J	`jnl`	Double Robust Representation Learning for Counterfactual Prediction. CoRR Shuxi Zeng, Serge Assaad, Chenyang Tao, Shounak Datta, Lawrence Carin, Fan Li
2020	J	`jnl`	Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions of Postoperative Complications. CoRR Benjamin Shickel, Tyler J. Loftus, Shounak Datta, Tezcan Ozrazgat-Baslanti, Azra Bihorac, Parisa Rashidi
2020	J	`jnl`	One Sparse Perturbation to Fool them All, almost Always! CoRR Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das
2020	J	`jnl`	RetiNerveNet: Using Recursive Deep Learning to Estimate Pointwise 24-2 Visual Field Data based on Retinal Structure. CoRR Shounak Datta, Eduardo B. Mariottoni, David Dov, Alessandro A. Jammal, Lawrence Carin, Felipe A. Medeiros
2019	J	`jnl`	Added Value of Intraoperative Data for Predicting Postoperative Complications: Development and Validation of a MySurgeryRisk Extension. CoRR Shounak Datta, Tyler J. Loftus, Matthew M. Ruppert, Chris Giordano, Lasith Adhikari, Ying-Chih Peng, Yuanfang Ren, Benjamin Shickel, Zheng Feng, Gloria Lipori, Gilbert R. Upchurch Jr., Xiaolin Li, Parisa Rashidi, Tezcan Ozrazgat-Baslanti, Azra Bihorac
2019	J	`jnl`	Developing non-linear rate constant QSPR using decision trees and multi-gene genetic programming. Comput. Chem. Eng. Shounak Datta, Vikrant A. Dev, Mario R. Eden
2019	A*	`conf`	Generative Adversarial Minority Oversampling. ICCV Sankha Subhra Mullick, Shounak Datta, Swagatam Das
2019	J	`jnl`	Generative Adversarial Minority Oversampling. CoRR Sankha Subhra Mullick, Shounak Datta, Swagatam Das
2019	J	`jnl`	Multiobjective Support Vector Machines: Handling Class Imbalance With Pareto Optimality. IEEE Trans. Neural Networks Learn. Syst. Shounak Datta, Swagatam Das
2019	J	`jnl`	Using correlation based adaptive LASSO algorithm to develop QSPR of antitumour agents for DNA-drug binding prediction. Comput. Chem. Eng. Shounak Datta, Vikrant A. Dev, Mario R. Eden
2018	J	`jnl`	Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance. IEEE Trans. Neural Networks Learn. Syst. Sankha Subhra Mullick, Shounak Datta, Swagatam Das
2018	J	`jnl`	Clustering with missing features: a penalized dissimilarity measure based approach. Mach. Learn. Shounak Datta, Supritam Bhattacharjee, Swagatam Das
2018	J	`jnl`	Fast automatic estimation of the number of clusters from the minimum inter-center distance for Pattern Recognit. Lett. Avisek Gupta, Shounak Datta, Swagatam Das
2018	J	`jnl`	Fuzzy Clustering to Identify Clusters at Different Levels of Fuzziness: An Evolutionary Multi-Objective Optimization Approach. CoRR Avisek Gupta, Shounak Datta, Swagatam Das
2018	J	`jnl`	Handling data irregularities in classification: Foundations, trends, and future challenges. Pattern Recognit. Swagatam Das, Shounak Datta, Bidyut B. Chaudhuri
2017	J	`jnl`	A Radial Boundary Intersection aided interior point method for multi-objective optimization. Inf. Sci. Shounak Datta, Abhiroop Ghosh, Krishnendu Sanyal, Swagatam Das
2017	J	`jnl`	Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts. CoRR Shounak Datta, Sayak Nag, Sankha Subhra Mullick, Swagatam Das
2017	J	`jnl`	Generalized mean based back-propagation of errors for ambiguity resolution. Pattern Recognit. Lett. Shounak Datta, Sankha Subhra Mullick, Swagatam Das
2017	J	`jnl`	Hybrid genetic algorithm-decision tree approach for rate constant prediction using structures of reactants and solvent for Diels-Alder reaction. Comput. Chem. Eng. Shounak Datta, Vikrant A. Dev, Mario R. Eden
2017	J	`jnl`	On Boosting, Tug of War, and Lexicographic Programming. CoRR Shounak Datta, Sayak Nag, Swagatam Das
2017	J	`jnl`	Tighter Einstein-Podolsky-Rosen steering inequality based on the sum uncertainty relation. CoRR Ananda G. Maity, Shounak Datta, Archan S. Majumdar
2016	J	`jnl`	A feature weighted penalty based dissimilarity measure for k-nearest neighbor classification with missing features. Pattern Recognit. Lett. Shounak Datta, Debaleena Misra, Swagatam Das
2016	J	`jnl`	Clustering with Missing Features: A Penalized Dissimilarity Measure based approach. CoRR Shounak Datta, Supritam Bhattacharjee, Swagatam Das
2015	J	`jnl`	Near-Bayesian Support Vector Machines for imbalanced data classification with equal or unequal misclassification costs. Neural Networks Shounak Datta, Swagatam Das
2015	—	`conf`	Rough-Fuzzy Collaborative Multi-level Image Thresholding: A Differential Evolution Approach. MENDEL Sujoy Paul, Shounak Datta, Swagatam Das
2012	—	`conf`	Electrooculogram Based Online Control Signal Generation for Wheelchair. ISED Anwesha Banerjee, Shounak Datta, Pratyusha Das, Amit Konar, D. N. Tibarewala, Ramadoss Janarthanan
2012	—	`conf`	Single channel electrooculogram(EOG) based interface for mobility aid. IHCI Anwesha Banerjee, Sumantra Chakraborty, Pratyusha Das, Shounak Datta, Amit Konar, D. N. Tibarewala, Ramadoss Janarthanan