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Deep Learning
馃搲 Deep Learning
neural networks, backpropagation, gradient descent, deep learning
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Generalization in
Deep
Neural
Networks
: Minimax Rates for Gradient Methods
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods
Siri
AI
at WWDC 2026
聽
馃敟
PyTorch
simonwillison.net
路
2d
2 days ago
路
Hacker News
Actions for Siri AI at WWDC 2026
Loss Landscape Diagnosis for
Gradient-Based
Gray-Scott System Inversion: Disentangling the Roles of PINN Components
聽
馃
AI Research
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components
Simplicity Suffices for Parameter Noise Injection in Stochastic
Gradient
Descent
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Simplicity Suffices for Parameter Noise Injection in Stochastic Gradient Descent
Fourier fractal dimension to predict the generalization of
deep
neural
networks
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Fourier fractal dimension to predict the generalization of deep neural networks
Optimal Rates for Generalization of
Gradient
Descent
Methods with
Deep
Neural Networks
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Optimal Rates for Generalization of Gradient Descent Methods with Deep Neural Networks
A Scalable
PyTorch
Abstraction for Multi-GPU Gaussian Splatting
聽
馃敟
PyTorch
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for A Scalable PyTorch Abstraction for Multi-GPU Gaussian Splatting
Multilevel Stochastic
Gradient
Descent
for Risk-Averse PDE-Constrained Optimization
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Multilevel Stochastic Gradient Descent for Risk-Averse PDE-Constrained Optimization
Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training
Flatland: The Adventures of
Gradient
Descent
with
Large
Step Sizes
聽
馃
AI Research
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Flatland: The Adventures of Gradient Descent with Large Step Sizes
Predictive Coding with Bayesian Priors via Proximal
Gradients
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Predictive Coding with Bayesian Priors via Proximal Gradients
Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization
Learning
Dynamics Reveal a Hierarchy of Weight-Induced Layerwise
Gram
Metrics
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Learning Dynamics Reveal a Hierarchy of Weight-Induced Layerwise Gram Metrics
Second-Order Path Kernel Interpolation Formulas in
Machine
Learning
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
3d
3 days ago
Actions for Second-Order Path Kernel Interpolation Formulas in Machine Learning
Hybridizing Equilibrium Propagation with Ising
Machines
for Efficient Energy-Based
Learning
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning
Context-Driven Incremental Compression for Multi-Turn Dialogue Generation
聽
馃
AI Research
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Context-Driven Incremental Compression for Multi-Turn Dialogue Generation
Gradient
descent
at the Edge of Stability: free energy
model
and kinetic description of the two-layer network
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for Gradient descent at the Edge of Stability: free energy model and kinetic description of the two-layer network
Toward Compiler World
Models
:
Learning
Latent Dynamics for Efficient
Tensor
Program Search
聽
馃敟
PyTorch
聽
Content type:
Academic
arxiv.org
路
2d
2 days ago
Actions for Toward Compiler World Models: Learning Latent Dynamics for Efficient Tensor Program Search
Last-Iterate Convergence of Optimistic Multiplicative Weight Update
聽
鈿欙笍
Model Training
聽
Content type:
Academic
arxiv.org
路
7h
7 hours ago
Actions for Last-Iterate Convergence of Optimistic Multiplicative Weight Update
GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis
聽
馃敟
PyTorch
聽
Content type:
Academic
arxiv.org
路
6d
6 days ago
Actions for GenAutoML: An Agentic Framework for Dynamic Architecture Generation and Optimization in Time-Series Analysis
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