🤖 Machine Learning - jhcha.oyo · Scour

Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network

🧠Neural Networks Academic

Enhancing AI Interpretability and Safety through Localised Architectures

🤖AI Academic

Fourier fractal dimension to predict the generalization of deep neural networks

🤖AI Academic

Transformer-Enhanced Reinforcement Learning: Fundamentals and Applications in Communication Networks

🤖AI Academic

Reinforcement Learning for Flow-Matching Policies with Density Transport

🎮Reinforcement Learning Academic

Outage Detection in Self-Healing Smart Grids Using Reinforcement Learning with Spectral Graph Neural Networks

🤖AI Academic

An Ensembled Latent Factor Model via Differential Evolution and Gradient Descent Optimization

📈Optimization Academic

Towards Long-Horizon Vessel Trajectory and Destination Forecasting with Reasoning Large Language Models

💬LLMs Academic

GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis

🤖AI Academic

Projected Inverse Iteration: An Eigenvalue Approach to Ground-State Computation with Neural Quantum States

🧠Deep Learning Academic

What Makes a Desired Graph for Relational Deep Learning?

🧠Deep Learning Academic

Diff2SP: Diffusion Models for Correlated Scenario Generation in Stochastic Programming

🤖AI Academic

EssentialGIN: a new approach for gene essentiality prediction based on graph isomorphism neural networks

🕸️Graph Theory Academic

Pseudospectral Bounds for Transient Amplification in Coupled Gradient Descent

📈Optimization Academic

Structured Neuron Pruning in Deep Neural Networks Using Multi-Armed Bandits

🤖AI Academic

GlucoFM-Bench: Benchmarking Time-Series Foundation Models for Blood Glucose Forecasting

🧠Deep Learning Academic

Curvature-aware dynamic precision approach for physics-informed neural networks

🤖AI Academic

Crop Recommendation and Agricultural Query Answering System Using Spatio-Temporal Graph Neural Networks and Hybrid Retrieval Augmentation

🤖AI Academic

Pretraining Recurrent Networks without Recurrence

🤖AI Academic

Reachability and asymptotics of Gaussian Transformer dynamics

⚡Transformers Academic

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