🧠 Machine Learning - yfff · Scour

A prism hierarchy of learning regimes in large linear autoencoders

📐Optimization Theory Academic

Variational Proximal Policy Optimization

🎮Reinforcement Learning Academic

Characterizing Learning Dynamics under Relative Reparameterization of Singular Models

📐Optimization Theory Academic

princezuda/-RequiemGPT-: Fully open source and open weights built and trained by fable five with one prompt. An experience in how AI actually works

🤖AI Code

github.com··Hacker News

Revisiting Privacy Amplification by Subsampling in Selective Release DPSGD

📐Optimization Theory Academic

Learning Dynamics Reveal a Hierarchy of Weight-Induced Layerwise Gram Metrics

📐Optimization Theory Academic

When Both Layers Learn: Training Dynamics of Representing Linear Models via ReLU Networks

📐Optimization Theory Academic

Predictive Coding with Bayesian Priors via Proximal Gradients

📐Optimization Theory Academic

Understanding Quantization-Aware Training: Gradients at Quantized Weights Bias to the Low-Loss Basin

📉Loss Landscapes Academic

Signed Dual Attention: Capturing Signed Dependencies in Time Series Forecasting

🤖Transformers Academic

Hybridizing Equilibrium Propagation with Ising Machines for Efficient Energy-Based Learning

🤖AI Academic

Statistically and Computationally Optimal Estimation and Inference of Common Subspaces

📶Communications Academic

Need We Teach Foundation Models What is a Generative Image? Gradient-Free Generative Artifact Detection via Analytic Spectral Adaptation

🤖AI Academic

markusheimerl/gpt: A generative pretrained transformer implementation

🤖Transformers Code

github.com··Hacker News

Towards Tight Bounds for Streaming Attention

🤖Transformers Academic

The Differentiable Auditory Loop (DAL): An ML Framework for Hyper-Personalized Hearing Aids

📶Communications Academic

Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning

🎮Reinforcement Learning Academic

Perturbative Contrastive Physical Learning

🤖AI Academic

Gridless Full-Space DOA Estimation for STAR-RIS-Assisted Wireless Systems

📶Communications Academic

When Do Fewer Coordinates Suffice in DP-SGD?

📐Optimization Theory Academic

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