Old Class Projects
As promised, here are some old class projects that became papers.
Gradient Disaggregation: Breaking Privacy in Federated Learning by Reconstructing the User Participant Matrix. (ICML 2021)
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Putting the Learning into Learning-Augmented Algorithms for Frequency Estimation (ICML 2021)
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Weightless: Lossy Weight Encoding for Deep Neural Network Compression (ICML 2018)
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Simulated Annealing for JPEG Quantization (Data Compression Conference 2018, Poster)
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Compresso: Efficient Compression of Segmentation Data For Connectomics (20th International Conference on Medical Image Computing and Computer Assisted Intervention 2017)
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Detecting novel associations in large datasets. (Science, 2011)