Ayush K. Varshney

21 papers B 5Journal 13Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Realistic image-to-image machine unlearning via decoupling and knowledge retention.
Big Data Res.
Ayush K. Varshney, Vicenç Torra
2026 J jnl
When to restart? Exploring escalating restarts on convergence.
CoRR
Ayush K. Varshney, Sarunas Girdzijauskas, Konstantinos Vandikas, Aneta Vulgarakis Feljan
2025 J jnl
Efficient federated unlearning under plausible deniability.
Mach. Learn.
Ayush K. Varshney, Vicenç Torra
2025 J jnl
Realistic Image-to-Image Machine Unlearning via Decoupling and Knowledge Retention.
CoRR
Ayush K. Varshney, Vicenç Torra
2025 J jnl
Unlearning Clients, Features and Samples in Vertical Federated Learning.
CoRR
Ayush K. Varshney, Konstantinos Vandikas, Vicenç Torra
2025 J jnl
Unlearning Clients, Features and Samples in Vertical Federated Learning.
Proc. Priv. Enhancing Technol.
Ayush K. Varshney, Konstantinos Vandikas, Vicenç Torra
2024 J jnl
Concept Drift Detection using Ensemble of Integrally Private Models.
CoRR
Ayush K. Varshney, Vicenç Torra
2024 J jnl
Efficient Federated Unlearning under Plausible Deniability.
CoRR
Ayush K. Varshney, Vicenç Torra
2023 — conf
Concept Drift Detection Using Ensemble of Integrally Private Models.
PKDD/ECML Workshops (5)
Ayush K. Varshney, Vicenç Torra
2023 J jnl
Density-based IFCM along with its interval valued and probabilistic extensions, and a review of intuitionistic fuzzy clustering methods.
Artif. Intell. Rev.
Ayush K. Varshney, Pranab K. Muhuri, Q. M. Danish Lohani
2023 J jnl
Fair Differentially Private Federated Learning Framework.
CoRR
Ayush K. Varshney, Sonakshi Garg, Arka Ghosh, Sargam Gupta
2023 — conf
Integrally Private Model Selection for Deep Neural Networks.
DEXA (2)
Ayush K. Varshney, Vicenç Torra
2023 — conf
Integrally Private Model Selection for Support Vector Machine.
ESORICS Workshops (1)
Saloni Kwatra, Ayush K. Varshney, Vicenç Torra
2023 J jnl
Literature Review of the Recent Trends and Applications in Various Fuzzy Rule-Based Systems.
Int. J. Fuzzy Syst.
Ayush K. Varshney, Vicenç Torra
2022 B conf
Designing Distributed Chi-Fuzzy Rule based Classification System.
FUZZ-IEEE
Ayush K. Varshney, Vicenç Torra
2022 J jnl
Literature Review of various Fuzzy Rule based Systems.
CoRR
Ayush K. Varshney, Vicenç Torra
2022 B conf
Modified Probabilistic Intuitionistic Fuzzy c-Means Clustering Algorithm: MPIFCM.
FUZZ-IEEE
Debanjan Chakraborty, Ayush K. Varshney, Pranab K. Muhuri, Q. M. Danish Lohani
2022 B conf
P-IT2IFCM: Probabilistic Interval Type-2 Intuitionistic Fuzzy c-Means Clustering Algorithm.
FUZZ-IEEE
Debanjan Chakraborty, Ayush K. Varshney, Pranab K. Muhuri, Q. M. Danish Lohani
2022 J jnl
PIFHC: The Probabilistic Intuitionistic Fuzzy Hierarchical Clustering Algorithm.
Appl. Soft Comput.
Ayush K. Varshney, Pranab K. Muhuri, Q. M. Danish Lohani
2020 B conf
Improved Probabilistic Intuitionistic Fuzzy c-Means Clustering Algorithm: Improved PIFCM.
FUZZ-IEEE
Ayush K. Varshney, Q. M. Danish Lohani, Pranab K. Muhuri
2020 B conf
Interval-Valued Fuzzy c-Means Algorithm and Interval-Valued Density-Based Fuzzy c-Means Algorithm.
FUZZ-IEEE
Ayush K. Varshney, Priyanka Mehra, Pranab K. Muhuri, Q. M. Danish Lohani