Mapping Relation of Leakage Currents of Polluted Insulators and Discharge Arc Area
Frontiers in Energy Research, 2021 A fundamental parameter of polluted insulator online monitoring is the leakage current, which has already been shown to be well-related to the pollution discharge of insulators.
Chunhua Fang +7 more
exaly +2 more sources
Leakage detection for a transmon-based surface code [PDF]
npj Quantum Inf 6, 102 (2020), 2020 Leakage outside of the qubit computational subspace, present in many leading experimental platforms, constitutes a threatening error for quantum error correction (QEC) for qubits. We develop a leakage-detection scheme via Hidden Markov models (HMMs) for transmon-based implementations of the surface code.
B. Varbanov +6 more
arxiv +3 more sources
Leakage current mechanisms and leakage reduction techniques in deep-submicrometer CMOS circuits
Proceedings of the IEEE, 2003 High leakage current in deep-submicrometer regimes is becoming a significant contributor to power dissipation of CMOS circuits as threshold voltage, channel length, and gate oxide thickness are reduced.
K. Roy +2 more
exaly +2 more sources
Water Pipeline Leakage Detection Based on Machine Learning and Wireless Sensor Networks [PDF]
Italian National Conference on Sensors, 2019 The detection of water pipeline leakage is important to ensure that water supply networks can operate safely and conserve water resources. To address the lack of intelligent and the low efficiency of conventional leakage detection methods, this paper ...
Bøe, Hans Jakob +7 more
core +3 more sources
Leakage and the reproducibility crisis in machine-learning-based science
Patterns, 2023 Sayash Kapoor
exaly +2 more sources
Leakage and the Reproducibility Crisis in ML-based Science [PDF]
arXiv.org, 2022 The use of machine learning (ML) methods for prediction and forecasting has become widespread across the quantitative sciences. However, there are many known methodological pitfalls, including data leakage, in ML-based science.
Sayash Kapoor, Arvind Narayanan
semanticscholar +1 more source
Removing leakage-induced correlated errors in superconducting quantum error correction [PDF]
Nature Communications, 2021 Quantum computing can become scalable through error correction, but logical error rates only decrease with system size when physical errors are sufficiently uncorrelated.
M. McEwen +50 more
semanticscholar +1 more source
Non-infectious complications of peritoneal dialysis and peritoneal scintigraphy
Bulletin de la Dialyse à Domicile, 2021 Peritoneal dialysis (PD) is an alternative to hemodialysis that is indicated in patients with chronic end-stage disease. It has many advantages, but also complications such as dialysate leaks around the catheter insertion site, in the abdominal wall or ...
Pierre Pascal, Marie-Béatrice
doaj +1 more source
Membership Leakage in Label-Only Exposures [PDF]
Conference on Computer and Communications Security, 2020 Machine learning (ML) has been widely adopted in various privacy-critical applications, e.g., face recognition and medical image analysis. However, recent research has shown that ML models are vulnerable to attacks against their training data. Membership
Zheng Li, Yang Zhang
semanticscholar +1 more source
Exploiting Unintended Feature Leakage in Collaborative Learning [PDF]
IEEE Symposium on Security and Privacy, 2018 Collaborative machine learning and related techniques such as federated learning allow multiple participants, each with his own training dataset, to build a joint model by training locally and periodically exchanging model updates.
Luca Melis +3 more
semanticscholar +1 more source