| 2026 | AAAI | A Causal Framework to Measure and Mitigate Non-binary Treatment Discrimination. | Ayan Majumdar, Deborah Dormah Kanubala, Kavya Gupta, Isabel Valera |
| 2022 | SAFECOMP | Safe Design of Stable Neural Networks for Fault Detection in Small UAVs. | Kavya Gupta, Fateh Kaakai, Batrice Pesquet-Popescu, Jean-Christophe Pesquet |
| 2021 | ICASSP | A Quantitative Analysis Of The Robustness Of Neural Networks For Tabular Data. | Kavya Gupta, Batrice Pesquet-Popescu, Fateh Kaakai, Jean-Christophe Pesquet |
| 2021 | IJCAI | An Adversarial Attacker for Neural Networks in Regression Problems. | Kavya Gupta, Jean-Christophe Pesquet, Batrice Pesquet-Popescu, Fateh Kaakai, Fragkiskos D. Malliaros |
| 2019 | IJCNN | Lifting 2d Human Pose to 3d : A Weakly Supervised Approach. | Sandika Biswas, Sanjana Sinha, Kavya Gupta, Brojeshwar Bhowmick |
| 2018 | IJCNN | Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals. | Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar |
| 2017 | ICIP | Motion blur removal via coupled autoencoder. | Kavya Gupta, Brojeshwar Bhowmick, Angshul Majumdar |
| 2017 | ICIP | Learning autoencoders with low-rank weights. | Kavya Gupta, Angshul Majumdar |
| 2016 | DCC | Analysis and Synthesis Prior Greedy Algorithms for Non-linear Sparse Recovery. | Kavya Gupta, Ankita Raj, Angshul Majumdar |
| 2016 | ICONIP | Stacked Robust Autoencoder for Classification. | Janki Mehta, Kavya Gupta, Anupriya Gogna, Angshul Majumdar, Saket Anand |
| 2016 | IJCNN | Sparsely connected autoencoder. | Kavya Gupta, Angshul Majumdar |