IIIT-Delhi Institutional Repository

Browsing Year-2023 by Author "Prasad, Ranjitha (Advisor)"

Browsing Year-2023 by Author "Prasad, Ranjitha (Advisor)"

Sort by: Order: Results:

  • Singh, Monika; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-29)
    Wireless devices, including mobile phones, laptops, autonomous driving, UAT, etc., generate an enormous amount of local data, which could be employed to train machine learning models for decision-making and improve prediction ...
  • Choudhary, Simran; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-29)
    This research explores the evolving landscape of Explainable Artificial Intelligence (XAI), with a specific focus on counterfactual explanations and their role in ensuring fairness and reducing bias in AI decision-making. ...
  • Fatima, Zubaida; Jamal, Yusuf; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-12-07)
    This research report investigates the robustness of Federated Learning (FL) by understanding and examining the performance of Federated Averaging (FedAvg) and Federated Proximal (Fed- Prox), along with the study of fading ...
  • Mehra, Arjun; Muttepawar, Varun; Prasad, Ranjitha (Advisor) (IIIT-Delhi, 2023-11-28)
    Wireless devices, including mobile phones, laptops, autonomous driving, UAT, etc., generate an enormous amount of local data, which could be employed to train machine learning models for decision-making and improve prediction ...

Search Repository


Advanced Search

Browse

My Account