Projects
- Project 1: Towards Parameter-Free Federated Learning - Developed two line-search based optimization algorithms for Federated Learning and performed convergence analysis.
- Project 2: Convergence Analysis of Fixed-Point Iterative Processes under Operators with Property (E) - Proved some weak and strong convergence results for the iterative process with respect to the class of Garcia-Falset generalized non-expansive operators.
- Project 3: Detecting PII Data In Educational Dataset - Employed DeBERTa to use its Disentangled Attention Mechanism and its contextual understanding to detect PII data in the educational dataset.