From the 9 of 219 papers with an AI index.
439 citations
- University of Maryland, College ParkUS27 papers
- Goddard Space Flight CenterUS25 papers
- Massachusetts Institute of TechnologyUS24 papers
- Centre National de la Recherche ScientifiqueFR20 papers
- California Institute of TechnologyUS19 papers
- The University of TokyoJP19 papers
- University of WashingtonUS19 papers
- University of CambridgeGB18 papers
- University of UtahUS18 papers
- Center for Astrophysics Harvard & SmithsonianUS17 papers
- Space Telescope Science InstituteUS17 papers
- The University of Texas at AustinUS17 papers
4 papers · 1 filter
SAGE: SLO-Aware Adaptive Retrieval for Production RAG Systems
Muhammad Faizan Raza, Shuo, Yang +1
Retrieval-Augmented Generation (RAG) systems in production operate under strict service level objectives (SLOs) on tail latency and infrastructure cost. However, standard retrieval…
Unleashing the Potential of Large Language Models: A Blueprint for Real-Time, Enterprise-Ready Deployments
Muhammad Faizan Raza, Shuo, Yang +2
Large language models deployed in real-time, regulated settings face knowledge staleness, catastrophic forgetting, hallucination, and weak feedback loops. We present a unified, pat…
FedImp: Enhancing Federated Learning Convergence with Impurity-Based Weighting
Hai Anh Tran, Cuong Ta, Truong X. Tran
Federated Learning (FL) is a collaborative paradigm that enables multiple devices to train a global model while preserving local data privacy. A major challenge in FL is the non-In…
C-HDNet: Hyperdimensional Computing for Causal Effect Estimation from Observational Data Under Network Interference
Abhishek Dalvi, Neil Ashtekar, Vasant Honavar
We address the problem of estimating causal effects from observational data in the presence of network confounding, a setting where both treatment assignment and observed outcomes…