2 papers
cs.IR2023
SAGE: Structured Attribute Value Generation for Billion-Scale Product Catalogs
Athanasios N. Nikolakopoulos, Swati Kaul, Siva Karthik Gade +3
We introduce SAGE; a Generative LLM for inferring attribute values for products across world-wide e-Commerce catalogs. We introduce a novel formulation of the attribute-value predi…
cs.LG2023
Regularized Weight Aggregation in Networked Federated Learning for Glioblastoma Segmentation
Muhammad Irfan Khan, Mohammad Ayyaz Azeem, Esa Alhoniemi +3
In federated learning (FL), the global model at the server requires an efficient mechanism for weight aggregation and a systematic strategy for collaboration selection to manage an…