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1 - 10 of 10 search results for Economics test |u:mobile-systems.cl.cam.ac.uk where 1 match all words and 9 match some words.
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  2. Uncertainty-informed On-device PersonalisationUsing Early Exit…

    https://mobile-systems.cl.cam.ac.uk/papers/eusipco23.pdf
    22 Jul 2023: The training time was measured using theonboard clock. We perform 10 runs (with the whole test set)and average the results. ... Zimmerman, and P. H. A, Cloud Economics:Principles, Costs, and Benefits. Springer, London, 2010, pp.
  3. Results that match 1 of 2 words

  4. Uncertainty Estimation with Data Augmentationfor Active Learning…

    https://mobile-systems.cl.cam.ac.uk/papers/embc23-vavaroutas.pdf
    19 May 2023: The mean ofthe accuracy values resulting from these datasets and theoriginal test dataset is significantly more robust. ... Ver-. cauteren, “Test-Time Augmentation with Uncertainty Estimation forDeep Learning-Based Medical Image Segmentation,” MIDL,
  5. Uncertainty Quantification in Federated Learning for Heterogeneous…

    https://mobile-systems.cl.cam.ac.uk/papers/FL-KDD23.pdf
    14 Jul 2023: 101. 102. 103. Num. ber. of S. ampl. esTrain Test. (b) Client 2. ... 30. 40. Num. ber. of S. ampl. es. Train Test. (a) Client 1.
  6. Embracing the Imaginary:Deep Complex-valued Networks for Heart Murmur …

    https://mobile-systems.cl.cam.ac.uk/papers/cinc23.pdf
    2 Nov 2023: On the patient-independent test set ofthe PhysioNet 2022 Challenge dataset, a complex-valuedtreatment of two neural network architectures — includ-ing HMS-Net, the winning model of PhysioNet 2022 —leads to ... This discrepancywith the reported
  7. Modeling with Homophily Driven Heterogeneous Data in Gossip Learning…

    https://mobile-systems.cl.cam.ac.uk/papers/ijcai23.pdf
    1 Jun 2023: 0 100 200 300# Global rounds. 0.20.40.60.81.0. Test. acc. urac. y. ... 0 50 100 150# Global rounds. 0.20.40.60.81.0. Test. acc. urac. y.
  8. Proceedings of Machine Learning Research 219:1–26, 2023 Machine…

    https://mobile-systems.cl.cam.ac.uk/papers/mlhc23.pdf
    21 Jul 2023: Alternatively, submaximalVO2max tests (Gonzales et al., 2020b) have been proposed to capture fitness levels. ... b) Right figure shows the predictiondistribution of the BBVS test set from different methods.
  9. Conditional Neural ODE Processes for Individual Disease Progression…

    https://mobile-systems.cl.cam.ac.uk/papers/kdd23.pdf
    1 Jun 2023: The. smaller the -Γ𝑝𝑏(), the better the predicted disease progressionmatching the test labels. ... Only the initial audio sample is used asthe context vector during the test phase.
  10. Yawning Detection using Earphone Inertial Measurement Units

    https://mobile-systems.cl.cam.ac.uk/papers/smartwear23.pdf
    4 Oct 2023: learning and ensure fair test-ing. ... A set ofusers making up around 25% of all data was selected, then80% of the data from these users was selected (20% of thetotal data) to be the test set.
  11. CROSS-DEVICE FEDERATED LEARNING FOR MOBILE HEALTH DIAGNOSTICS:A FIRST …

    https://mobile-systems.cl.cam.ac.uk/papers/ICASSP23-Xia.pdf
    24 Mar 2023: After data cleaning (i.e., excluding non-English speak-ers, samples without COVID-19 test results and poor audio qualitysamples), there are 482 users with positive status and 2, 478 userswith
  12. LifeLearner: Hardware-Aware Meta Continual Learning System for…

    https://mobile-systems.cl.cam.ac.uk/papers/sensys23.pdf
    23 Oct 2023: 10 𝑆𝑟𝑒𝑒𝑎𝑟𝑠𝑎𝑙 = {𝑆𝑟𝑒𝑒𝑎𝑟𝑠𝑎𝑙, 𝐵𝑖𝑡𝑃𝑄𝑐𝑜𝑚𝑝𝑟𝑒𝑠𝑠 (𝑆𝑙𝑎𝑡𝑒𝑛𝑡 )}11 𝑆𝑡𝑒𝑠𝑡 = T 𝑆𝑡𝑟𝑎𝑖𝑛 // Held-out test set12

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