Posts by Collection
portfolio
What is the role of the media coverage in explaining stock market fluctuations?
Applied Data Analysis class, 100/100, 2021 During this semester long project, we studied in a group of 4 the fluctuation of the Apple stock price, volume and its relationship with quotes in media. Using Yahoo API, Quotebank Dataset and web parsing, we show a visible…
Exploration of D-Cliques Variations and Edges Cases for Decentralized Federated Learning
Research Project, 90/100, 2021 Researched the decentralized implementation of a Federated Learning algorithm in the Scalable Computing Systems Laboratory at EPFL. Supervised by Prof. Karmarec, I explored and identify the computational implications of a Decentralized approach to a state-of-the-art topology (D-Cliques) in a research environment….
Towards Robust and Adaptable Diagnosis of Pneumonia from Chest X-ray Data
Visual Intelligence, 90/100, 2021 Artificial intelligence (AI) researchers and radiologists have recently reported AI systems that accurately diagnose pneumonia from a chest X-Ray images using deep neural networks when trained on a sufficient large and homogeneous amount of labelled images. However, the robustness and adaptability…
publications
Quantification of the suitable rooftop area for solar panel installation from overhead imagery using Convolutional Neural Networks
Published in Journal of Physics, 2021
Convolutional neural networks and geospatial post-processing to identify rooftop areas suitable for solar panels in overhead imagery.
Uncertainty-aware ensemble of foundation models differentiates glioblastoma from its mimics
Published in Nature Communications, 2025
An uncertainty-aware ensemble of pathology foundation models for differentiating glioblastoma from its mimics.
Recommended citation: Zhao, J., Lin, S.-Y., Attias, R., et al. Nature Communications 16, 8341 (2025). Read paper
talks
Talk 1 on Relevant Topic in Your Field
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Tutorial 1 on Relevant Topic in Your Field
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Talk 2 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.