output
20182025
most citedFederated Learning Enables Big Data for Rare Cancer Boundary Detection

390 citations

12 papers

quant-ph2025

One, Two, Three: One empirical evaluation of a two-copy shadow tomography scheme with triple efficiency

Viet T. Tran, Richard Kueng

Shadow tomography protocols have recently emerged as powerful tools for efficient quantum state learning, aiming to reconstruct expectation values of observables with fewer resourc…

cs.IR2025★ 5 cited

Just Ask for Music (JAM): Multimodal and Personalized Natural Language Music Recommendation

Alessandro B. Melchiorre, Elena V. Epure, Shahed Masoudian +4

Natural language interfaces offer a compelling approach for music recommendation, enabling users to express complex preferences conversationally. While Large Language Models (LLMs)…

astro-ph.SR2023★ 3 cited

Exploring magnetic field properties at the boundary of solar pores: A comparative study based on SDO-HMI observations

J. I. Campos Rozo, S. Vargas Domínguez, D. Utz +2

The Sun's magnetic fields play an important role in various solar phenomena. Solar pores are regions of intensified magnetic field strength compared to the surrounding photospheric…

eess.SP2022★ 5 cited

Diagnostic Quality Assessment for Low-Dimensional ECG Representations

Péter Kovács, Carl Böck, Thomas Tschoellitsch +2

There have been several attempts to quantify the diagnostic distortion caused by algorithms that perform low-dimensional electrocardiogram (ECG) representation. However, there is n…

cs.LG2022★ 390 cited

Federated Learning Enables Big Data for Rare Cancer Boundary Detection

Sarthak Pati, Ujjwal Baid, Brandon Edwards +276

Although machine learning (ML) has shown promise in numerous domains, there are concerns about generalizability to out-of-sample data. This is currently addressed by centrally shar…

astro-ph.SR2021★ 14 cited

Observational evidence for two-component distributions describing solar magnetic bright points

G. Berrios Saavedra, D. Utz, S. Vargas Dominguez +6

Context. High-resolution observations of the solar photosphere reveal the presence of fine structures, in particular the so-called magnetic bright points (MBPs), which are small-sc…