A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better. - Swagatam Das; Arka Ghosh 001; Sankha Subhra Mullick (MENDEL, 2015)

Recent advances in differential evolution - An updated survey. - Swagatam Das; Sankha Subhra Mullick; Ponnuthurai N. Suganthan (Swarm Evol. Comput., 2016)

A switched parameter differential evolution with optional blending crossover for scalable numerical optimization. - Arka Ghosh 001; Swagatam Das; Sankha Subhra Mullick; Rammohan Mallipeddi; Asit Kumar Das (Appl. Soft Comput., 2017)

Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts. - Shounak Datta; Sayak Nag; Sankha Subhra Mullick; Swagatam Das (CoRR, 2017)

Generalized mean based back-propagation of errors for ambiguity resolution. - Shounak Datta; Sankha Subhra Mullick; Swagatam Das (Pattern Recognit. Lett., 2017)

A parameter independent fuzzy weighted k-Nearest neighbor classifier. - Nimagna Biswas; Saurajit Chakraborty; Sankha Subhra Mullick; Swagatam Das (Pattern Recognit. Lett., 2018)

Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance. - Sankha Subhra Mullick; Shounak Datta; Swagatam Das (IEEE Trans. Neural Networks Learn. Syst., 2018)

Generative Adversarial Minority Oversampling. - Sankha Subhra Mullick; Shounak Datta; Swagatam Das (ICCV, 2019)

On Convergence of the Class Membership Estimator in Fuzzy $k$-Nearest Neighbor Classifier. - Imon Banerjee; Sankha Subhra Mullick; Swagatam Das (IEEE Trans. Fuzzy Syst., 2019)

One Sparse Perturbation to Fool them All, almost Always! - Arka Ghosh 001; Sankha Subhra Mullick; Shounak Datta; Swagatam Das; Rammohan Mallipeddi; Asit Kumar Das (CoRR, 2020)

Appropriateness of performance indices for imbalanced data classification: An analysis. - Sankha Subhra Mullick; Shounak Datta; Sourish Gunesh Dhekane; Swagatam Das (Pattern Recognit., 2020)

Interval Bound Propagation-aided Few-shot Learning. - Shounak Datta; Sankha Subhra Mullick; Swagatam Das (CoRR, 2022)

A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers. - Arka Ghosh 001; Sankha Subhra Mullick; Shounak Datta; Swagatam Das; Asit Kumar Das; Rammohan Mallipeddi (Pattern Recognit., 2022)

On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges. - Swagatam Das; Sankha Subhra Mullick; Ivan Zelinka (IEEE Trans. Artif. Intell., 2022)

Content Moderation for Evolving Policies using Binary Question Answering. - Sankha Subhra Mullick; Mohan Bhambhani; Suhit Sinha; Akshat Mathur; Somya Gupta; Jidnya Shah (ACL (industry), 2023)

Interval Bound Interpolation for Few-shot Learning with Few Tasks. - Shounak Datta; Sankha Subhra Mullick; Anish Chakrabarty; Swagatam Das (ICML, 2023)

Do Preprocessing and Class Imbalance Matter to the Deep Image Classifiers for COVID-19 Detection? An Explainable Analysis. - Arkaprabha Basu; Sourav Das; Sankha Subhra Mullick; Swagatam Das (IEEE Trans. Artif. Intell., 2023)

Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures. - Arkaprabha Basu; Kushal Bose; Sankha Subhra Mullick; Anish Chakrabarty; Swagatam Das (CoRR, 2024)

Enhancing Contrastive Clustering with Negative Pair-guided Regularization. - Abhishek Kumar 010; Anish Chakrabarty; Sankha Subhra Mullick; Swagatam Das (Trans. Mach. Learn. Res., 2024)