Sankha Subhra Mullick

According to our database, Sankha Subhra Mullick authored at least 18 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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

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., April, 2023

Interval Bound Interpolation for Few-shot Learning with Few Tasks.

Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das

Proceedings of the International Conference on Machine Learning, 2023

Content Moderation for Evolving Policies using Binary Question Answering.

Sankha Subhra Mullick, Mohan Bhambhani, Suhit Sinha, Akshat Mathur, Somya Gupta, Jidnya Shah

Proceedings of the The 61st Annual Meeting of the Association for Computational Linguistics: Industry Track, 2023

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

A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers.

Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Asit Kumar Das, Rammohan Mallipeddi

Pattern Recognit., 2022

Interval Bound Propagation-aided Few-shot Learning.

Shounak Datta, Sankha Subhra Mullick, Swagatam Das

CoRR, 2022

2020

Appropriateness of performance indices for imbalanced data classification: An analysis.

Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das

Pattern Recognit., 2020

One Sparse Perturbation to Fool them All, almost Always!

Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das

CoRR, 2020

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

Generative Adversarial Minority Oversampling.

Sankha Subhra Mullick, Shounak Datta, Swagatam Das

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

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

A parameter independent fuzzy weighted k-Nearest neighbor classifier.

Nimagna Biswas, Saurajit Chakraborty, Sankha Subhra Mullick, Swagatam Das

Pattern Recognit. Lett., 2018

2017

Generalized mean based back-propagation of errors for ambiguity resolution.

Shounak Datta, Sankha Subhra Mullick, Swagatam Das

Pattern Recognit. Lett., 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

A switched parameter differential evolution with optional blending crossover for scalable numerical optimization.

Arka Ghosh, Swagatam Das, Sankha Subhra Mullick, Rammohan Mallipeddi, Asit Kumar Das

Appl. Soft Comput., 2017

2016

Recent advances in differential evolution - An updated survey.

Swagatam Das, Sankha Subhra Mullick, Ponnuthurai N. Suganthan

Swarm Evol. Comput., 2016

2015

A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better.

Swagatam Das, Arka Ghosh, Sankha Subhra Mullick

Proceedings of the Mendel 2015, 2015