Tag: adversarial machine learning
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EvoForest: Evolving Computational Graphs for ML Innovation
Discover EvoForest, a novel ML paradigm evolving computational graphs for robust, interpretable, and adaptive machine learning solutions.
ThermoQA: Benchmark for Thermodynamic Reasoning in LLMs
ThermoQA evaluates large language models' thermodynamic reasoning with 293 engineering problems across three tiers for accurate AI assessment.
ZeroFolio: Algorithm Selection Using Text Embeddings
Discover ZeroFolio, a feature-free algorithm selection method using pretrained text embeddings to outperform traditional models without domain knowledge.
Deep Learning for Environmental Sound Deepfake Detection
Discover a new deep-learning framework to detect environmental sound deepfakes with high accuracy and F1 scores on benchmark datasets.
Lyapunov-Certified Switching Theory for Q-Learning AI
Explore Lyapunov-certified switching theory to enhance Q-learning performance and reliability in reinforcement learning applications.