A Meta-cognitive Recurrent Fuzzy Inference System with Memory Neurons (McRFIS-MN) and its Fast Learning Algorithm for Time Series Forecasting. - Subhrajit Samanta; Shubhangi Ghosh; Suresh Sundaram 002 (SSCI, 2018)

On Pitfalls of Identifiability in Unsupervised Learning. A Note on: "Desiderata for Representation Learning: A Causal Perspective". - Shubhangi Ghosh; Luigi Gresele; Julius von Kügelgen; Michel Besserve; Bernhard Schölkopf (CoRR, 2022)

Probing the Robustness of Independent Mechanism Analysis for Representation Learning. - Joanna Sliwa 002; Shubhangi Ghosh; Vincent Stimper; Luigi Gresele; Bernhard Schölkopf (CoRR, 2022)

Independent Mechanism Analysis and the Manifold Hypothesis. - Shubhangi Ghosh; Luigi Gresele; Julius von Kügelgen; Michel Besserve; Bernhard Schölkopf (CoRR, 2023)