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  • All (21181) +146
    • AI (3169) +10
    • DevOps (940) +5
    • Software (11185) +102
    • IT (5838) +28
    • Education (48)
  • Notice
  • All (21181) +146
  • AI (3169) +10
  • DevOps (940) +5
  • Software (11185) +102
  • IT (5838) +28
  • Education (48)
  • Notice
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  • 1 month ago · ai

    [Paper] Large Language Models for Limited Noisy Data: A Gravitational Wave Identification Study

    This work investigates whether large language models (LLMs) offer advantages over traditional neural networks for astronomical data processing, in regimes with ...

    #research #paper #ai #machine-learning
  • 1 month ago · ai

    [Paper] PSA: Pyramid Sparse Attention for Efficient Video Understanding and Generation

    Attention mechanisms are the core of foundation models, but their quadratic complexity remains a critical bottleneck for scaling. This challenge has driven the ...

    #research #paper #ai #machine-learning #computer-vision
  • 1 month ago · ai

    [Paper] TARA Test-by-Adaptive-Ranks for Quantum Anomaly Detection with Conformal Prediction Guarantees

    Quantum key distribution (QKD) security fundamentally relies on the ability to distinguish genuine quantum correlations from classical eavesdropper simulations,...

    #research #paper #ai #machine-learning
  • 1 month ago · ai

    [Paper] Efficient Public Verification of Private ML via Regularization

    Training with differential privacy (DP) provides a guarantee to members in a dataset that they cannot be identified by users of the released model. However, tho...

    #research #paper #ai #machine-learning
  • 1 month ago · ai

    [Paper] On the Temporality for Sketch Representation Learning

    Sketches are simple human hand-drawn abstractions of complex scenes and real-world objects. Although the field of sketch representation learning has advanced si...

    #research #paper #ai #machine-learning #computer-vision
  • 1 month ago · ai

    Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampling in PyTorch

    PyTorch Model Performance Analysis and Optimization — Part 11 The post Overcoming the Hidden Performance Traps of Variable-Shaped Tensors: Efficient Data Sampli...

    #PyTorch #variable-shaped tensors #data sampling #performance optimization #deep learning #machine learning
  • 1 month ago · ai

    The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel

    From local distance to global probability The post The Machine Learning “Advent Calendar” Day 3: GNB, LDA and QDA in Excel appeared first on Towards Data Scienc...

    #machine learning #Gaussian Naive Bayes #LDA #QDA #Excel #data science #classification
  • 1 month ago · ai

    🤖 AI News Roundup - December 03, 2025

    AI/ML News Highlights for December 03, 2025 1. The 4/$delta$ Bound: Designing Predictable LLM‑Verifier Systems for Formal Method Guarantee The introduction of...

    #AI news #machine learning #large language models #LLM verification #formal verification #research highlights
  • 1 month ago · ai

    Bias–Variance Tradeoff — Visually and Practically Explained (Part 6)

    What Bias Really Means Practical Definition Bias is how wrong your model is on average because it failed to learn the true pattern. High bias occurs when: - Th...

    #bias-variance tradeoff #overfitting #underfitting #machine learning #model evaluation #regularization #production ML
  • 1 month ago · ai

    [Paper] VS-Graph: Scalable and Efficient Graph Classification Using Hyperdimensional Computing

    Graph classification is a fundamental task in domains ranging from molecular property prediction to materials design. While graph neural networks (GNNs) achieve...

    #research #paper #ai #machine-learning
  • 1 month ago · it

    Google is experimentally replacing news headlines with AI clickbait nonsense

    “BG3 players exploit children,” reads an Google AI-generated headline. | Image: Google Did you know that BG3 players exploit children? Are you aware that Qi2 s...

    #Google #AI-generated headlines #clickbait #search experiment #news manipulation #machine learning #media ethics
  • 1 month ago · ai

    Amazon’s bet that AI benchmarks don’t matter

    Rohit Prasad, Amazon's SVP of AGI. This is an excerpt of Sources by Alex Heath, a newsletter about AI and the tech industry, syndicated just for The Verge subs...

    #Amazon #AI benchmarks #model evaluation #AGI #machine learning #industry perspective

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