flower
PulseAugur coverage of flower — every cluster mentioning flower across labs, papers, and developer communities, ranked by signal.
- 2023-03-22 product_launch Flower, an open-source framework for federated learning, has launched. source
3 day(s) with sentiment data
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New theory explains flow-based solvers, proposes efficient sampling method
Researchers have developed a new theoretical framework for understanding flow-based inverse solvers, which are used to solve imaging inverse problems. The new approach, termed posterior-transport, reveals that condition…
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New DP-Hype algorithm enables private hyperparameter search in federated learning
Researchers have developed DP-Hype, a new algorithm for federated hyperparameter search that incorporates differential privacy. This method allows clients in a federated learning setup to collectively select hyperparame…
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Federated autoencoder enhances ECG anomaly detection with privacy on edge devices
Researchers have developed a privacy-preserving federated autoencoder system for detecting anomalies in electrocardiogram (ECG) data on edge devices. The system combines federated learning with differential privacy and …
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New SBPN model boosts Nigerian language ASR via knowledge distillation
Researchers have developed a new multilingual Automatic Speech Recognition (ASR) framework called Sometin Beta Pass Notin (SBPN) to improve performance for Nigerian languages. The framework uses a two-stage knowledge di…
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TechCrunch highlights 21 European startups in AI, deep tech, and more
TechCrunch has identified 21 European startups poised for growth across various tech sectors, including AI, deep tech, and robotics. The list highlights companies like Alta Ares, which specializes in counter-drone syste…
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New Federated Learning method enhances robustness against adversarial attacks
Researchers have developed a new method for robust federated learning that can withstand adversarial attacks. The approach, called Loss-Based Client Clustering, requires only two honest participants, such as the server …
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Show HN: Rebuild of Blossom, an open-source social robot
The creator of Blossom, an open-source social robot platform for human-robot interaction research, has rebuilt the entire system. This rebuild includes a redesigned inner frame inspired by model kits, a refactored codeb…
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Flower framework enables AI training on distributed, sensitive data
Flower, an open-source framework for federated learning, has launched to enable AI model training on distributed or sensitive data without moving it. This approach, where the model is brought to the data, addresses chal…