Gupta, Aishwarya

7 publications

TMLR 2026 Probing Layer-Wise Memorization and Generalization in Deep Neural Networks via Model Stitching Aishwarya Gupta, Indranil Saha, Piyush Rai

TMLR 2025 Federated Learning with Uncertainty and Personalization via Efficient Second-Order Optimization Shivam Pal, Aishwarya Gupta, Saqib Sarwar, Piyush Rai

NeurIPSW 2024 Simple and Scalable Federated Learning with Uncertainty via Improved Variational Online Newton Shivam Pal, Aishwarya Gupta, Saqib Sarwar, Piyush Rai

NeurIPSW 2024 Understanding Memorization Using Representation Similarity Analysis and Model Stitching Aishwarya Gupta, Indranil Saha, Piyush Rai

ACML 2023 Federated Learning with Uncertainty via Distilled Predictive Distributions Shrey Bhatt, Aishwarya Gupta, Piyush Rai

AAAI 2019 VPDS: An AI-Based Automated Vehicle Occupancy and Violation Detection System Abhinav Kumar, Aishwarya Gupta, Bishal Santra, K. S. Lalitha, Manasa Kolla, Mayank Gupta, Rishabh Singh

UAI 2017 A Probabilistic Framework for Multi-Label Learning with Unseen Labels Abhilash Gaure, Aishwarya Gupta, Vinay Kumar Verma, Piyush Rai