output
20162026
most citedMedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

173 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

collaborating institutions
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2025

Advancing Semantic Caching for LLMs with Domain-Specific Embeddings and Synthetic Data

Waris Gill, Justin Cechmanek, Tyler Hutcherson +5

This report investigates enhancing semantic caching effectiveness by employing specialized, fine-tuned embedding models. Semantic caching relies on embedding similarity rather than…

cs.LG2021★ 173 cited

MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation

Alexandros Karargyris, Renato Umeton, Micah J. Sheller +39

Medical AI has tremendous potential to advance healthcare by supporting the evidence-based practice of medicine, personalizing patient treatment, reducing costs, and improving prov…

cs.LG2021★ 6 cited

Growing Cosine Unit: A Novel Oscillatory Activation Function That Can Speedup Training and Reduce Parameters in Convolutional Neural Networks

Mathew Mithra Noel, Arunkumar L, Advait Trivedi +1

Convolutional neural networks have been successful in solving many socially important and economically significant problems. This ability to learn complex high-dimensional function…