Optimization

📈 Optimization

Convex Optimization, Loss Functions, Gradient Methods, Adam Optimizer

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Scoured 72 posts in 8.4 ms

Language-assisted multimodal convolutional transformer pipeline for retinal lesions segmentation

 🤖Calculus + AI  Content type: Academic
nature.com·

fastai: style

 🤖Linear Algebra + AI  Content type: Reference
docs.fast.ai··Hacker News

Noise-Adaptive High-Probability Regret Bounds for Online Convex Optimization

 🎲Probability + AI  Content type: Academic
arxiv.org·

The Loop That Improves Almost Anything

 🤖Calculus + AI  Content type: Blog
mentalfaculty.com··Hacker News

markusheimerl/gpt: A generative pretrained transformer implementation

 🤖Transformers  Content type: Code
github.com··Hacker News

Fourier fractal dimension to predict the generalization of deep neural networks

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components

 🤖Linear Algebra + AI  Content type: Academic
arxiv.org·

3D Oral Modelling with Improved Vertex Distribution Using Matching-Based Learning

 🤖Calculus + AI  Content type: Academic
arxiv.org·

A guided residual search for nonlinear state-space identification

 🔄Backpropagation  Content type: Academic
arxiv.org·

A Mean-Field Analysis of Multi-Head Self-Attention under Cross-Entropy Training

 🤖Transformers  Content type: Academic
arxiv.org·

Conservation Laws from Data Symmetry in Neural Networks

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Improving the sharpness in neural network-based parametric post-processing of ensemble forecasts

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Joint Movable Antenna Positioning and RIS Partitioning for Sum-Rate Maximization

 👁️Computer Vision  Content type: Academic
arxiv.org·

Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Structured Adaptive Tensor Prediction for Streaming Data

 🤖Linear Algebra + AI  Content type: Academic
arxiv.org·

Hybrid Downlink Beamforming with Outage Constraints under Imperfect CSI using Model-Driven Deep Learning

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Second-Order Path Kernel Interpolation Formulas in Machine Learning

 🤖Calculus + AI  Content type: Academic
arxiv.org·

A Global Convergence Analysis of Consensus ALADIN for Convex Optimization

 🤖Linear Algebra + AI  Content type: Academic
arxiv.org·

Physically Constrained Ensemble Gaussian Process Modelling for Expensive Quantum Systems with Heteroskedastic Noise

 🤖Calculus + AI  Content type: Academic
arxiv.org·

Robust and sparse support vector machine via hybrid truncated loss for supervised classification

 🤖Calculus + AI  Content type: Academic
arxiv.org·

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