Scholar
Ranjitha Prasad
Google Scholar ID: ADJe1AsAAAAJ
IIIT Delhi
Federated Learning
Bayesian Inference
Statistical estimation
Causal Inference
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Citations & Impact
All-time
Citations
549
H-index
10
i10-index
11
Publications
20
Co-authors
26
list available
Publications
8 items
Federated Continual Learning as a Distributed Drift-Plus-Penalty Control Problem
2026
Cited
0
Channel-Adaptive Robust Aggregation for Over-the-Air Federated Learning in Heterogeneous Networks
2026
Cited
0
Theoretical Foundations of Continual Learning via Drift-Plus-Penalty
2026
Cited
0
Informative Perturbation Selection for Uncertainty-Aware Post-hoc Explanations
2026
Cited
0
Nishpaksh: TEC Standard-Compliant Framework for Fairness Auditing and Certification of AI Models
2026
Cited
0
Representation Learning Preserving Ignorability and Covariate Matching for Treatment Effects
2025
Cited
0
Noise Resilient Over-The-Air Federated Learning In Heterogeneous Wireless Networks
2025
Cited
0
On the Convergence of Continual Federated Learning Using Incrementally Aggregated Gradients
arXiv.org · 2024
Cited
0
Co-authors
13 total
Chandra Murthy
Professor, ECE, Indian Institute of Science
Bhaskar Rao
University of California, San Diego
Gautam Shroff
Professor of Computer Science and Engineering
Lovekesh Vig
TCS Research
Arnab Chatterjee
TCS Research, Delhi, INDIA
Nazreen Shah
Research Scholar
Ramya Hebbalaguppe
Senior Scientist, TCS Research Labs
Zubair Shaban
IIIT Delhi, PhD scholar
