Sankha Subhra Mullick

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 19

Top Topics

Nearest Neighbor

Class Imbalance

Imbalanced Data

Top Venues

Pattern Recognit.

IEEE Trans. Artif. Intell.

Pattern Recognit. Lett.

Publications

Arkaprabha Basu, Kushal Bose, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
Fortifying Fully Convolutional Generative Adversarial Networks for Image Super-Resolution Using Divergence Measures. CoRR (2024)
Arkaprabha Basu, Sourav Das, Sankha Subhra Mullick, Swagatam Das
Do Preprocessing and Class Imbalance Matter to the Deep Image Classifiers for COVID-19 Detection? An Explainable Analysis. IEEE Trans. Artif. Intell. 4 (2) (2023)
Shounak Datta, Sankha Subhra Mullick, Anish Chakrabarty, Swagatam Das
Interval Bound Interpolation for Few-shot Learning with Few Tasks. ICML (2023)
Sankha Subhra Mullick, Mohan Bhambhani, Suhit Sinha, Akshat Mathur, Somya Gupta, Jidnya Shah
Content Moderation for Evolving Policies using Binary Question Answering. ACL (industry) (2023)
Swagatam Das, Sankha Subhra Mullick, Ivan Zelinka
On Supervised Class-Imbalanced Learning: An Updated Perspective and Some Key Challenges. IEEE Trans. Artif. Intell. 3 (6) (2022)
Shounak Datta, Sankha Subhra Mullick, Swagatam Das
Interval Bound Propagation-aided Few-shot Learning. CoRR (2022)
Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Asit Kr. Das, Rammohan Mallipeddi
A black-box adversarial attack strategy with adjustable sparsity and generalizability for deep image classifiers. Pattern Recognit. 122 (2022)
Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das
Appropriateness of Performance Indices for Imbalanced Data Classification: An Analysis. CoRR (2020)
Arka Ghosh, Sankha Subhra Mullick, Shounak Datta, Swagatam Das, Rammohan Mallipeddi, Asit Kumar Das
One Sparse Perturbation to Fool them All, almost Always! CoRR (2020)
Sankha Subhra Mullick, Shounak Datta, Sourish Gunesh Dhekane, Swagatam Das
Appropriateness of performance indices for imbalanced data classification: An analysis. Pattern Recognit. 102 (2020)
Sankha Subhra Mullick, Shounak Datta, Swagatam Das
Generative Adversarial Minority Oversampling. CoRR (2019)
Sankha Subhra Mullick, Shounak Datta, Swagatam Das
Generative Adversarial Minority Oversampling. ICCV (2019)
Imon Banerjee, Sankha Subhra Mullick, Swagatam Das
On Convergence of the Class Membership Estimator in Fuzzy $k$-Nearest Neighbor Classifier. IEEE Trans. Fuzzy Syst. 27 (6) (2019)
Sankha Subhra Mullick, Shounak Datta, Swagatam Das
Adaptive Learning-Based $k$ -Nearest Neighbor Classifiers With Resilience to Class Imbalance. IEEE Trans. Neural Networks Learn. Syst. 29 (11) (2018)
Nimagna Biswas, Saurajit Chakraborty, Sankha Subhra Mullick, Swagatam Das
A parameter independent fuzzy weighted k-Nearest neighbor classifier. Pattern Recognit. Lett. 101 (2018)
Arka Ghosh, Swagatam Das, Sankha Subhra Mullick, Rammohan Mallipeddi, Asit Kumar Das
A switched parameter differential evolution with optional blending crossover for scalable numerical optimization. Appl. Soft Comput. 57 (2017)
Shounak Datta, Sayak Nag, Sankha Subhra Mullick, Swagatam Das
Diversifying Support Vector Machines for Boosting using Kernel Perturbation: Applications to Class Imbalance and Small Disjuncts. CoRR (2017)
Shounak Datta, Sankha Subhra Mullick, Swagatam Das
Generalized mean based back-propagation of errors for ambiguity resolution. Pattern Recognit. Lett. 94 (2017)
Swagatam Das, Sankha Subhra Mullick, Ponnuthurai N. Suganthan
Recent advances in differential evolution - An updated survey. Swarm Evol. Comput. 27 (2016)
Swagatam Das, Arka Ghosh, Sankha Subhra Mullick
A Switched Parameter Differential Evolution for Large Scale Global Optimization - Simpler May Be Better. MENDEL (2015)