Sankha Subhra Mullick

21 papers A* 2Journal 17Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Enhancing Contrastive Clustering with Negative Pair-guided Regularization.
Trans. Mach. Learn. Res.
Abhishek Kumar, Anish Chakrabarty, Sankha Subhra Mullick, Swagatam Das
2024 J jnl
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures.
CoRR
Arkaprabha Basu, Kushal Bose, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
2023 — conf
Content Moderation for Evolving Policies using Binary Question Answering.
ACL (industry)
Sankha Subhra Mullick, Mohan Bhambhani, Suhit Sinha, Akshat Mathur, Somya Gupta, Jidnya Shah
2023 J jnl
Do Preprocessing and Class Imbalance Matter to the Deep Image Classifiers for COVID-19 Detection? An Explainable Analysis.
IEEE Trans. Artif. Intell.
Arkaprabha Basu, Sourav Das, Sankha Subhra Mullick, Swagatam Das
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
2022 J jnl
On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges.
IEEE Trans. Artif. Intell.
Swagatam Das, Sankha Subhra Mullick, Ivan Zelinka
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
One Sparse Perturbation to Fool them All, almost Always!
CoRR
Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das
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
On Convergence of the Class Membership Estimator in Fuzzy $k$-Nearest Neighbor Classifier.
IEEE Trans. Fuzzy Syst.
Imon Banerjee, Sankha Subhra Mullick, Swagatam Das
2018 J jnl
A parameter independent fuzzy weighted k-Nearest neighbor classifier.
Pattern Recognit. Lett.
Nimagna Biswas, Saurajit Chakraborty, Sankha Subhra Mullick, Swagatam Das
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
2017 J jnl
A switched parameter differential evolution with optional blending crossover for scalable numerical optimization.
Appl. Soft Comput.
Arka Ghosh, Swagatam Das, Sankha Subhra Mullick, Rammohan Mallipeddi, Asit Kumar 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
2016 J jnl
Recent advances in differential evolution - An updated survey.
Swarm Evol. Comput.
Swagatam Das, Sankha Subhra Mullick, Ponnuthurai N. Suganthan
2015 — conf
A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better.
MENDEL
Swagatam Das, Arka Ghosh, Sankha Subhra Mullick