Optimization

📊 Optimization

Gradient Descent, Convex Optimization, Stochastic Methods, Loss Functions

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Scoured 74 posts in 5.4 ms

Context-Driven Incremental Compression for Multi-Turn Dialogue Generation

 🤖AI  Content type: Academic
arxiv.org·

Mirror Descent Beyond Euclidean Stability: An Exponential Separation in Initialization Sensitivity

 🤖Scikit-learn  Content type: Academic
arxiv.org·

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

 ⚡JIT Optimizations  Content type: Academic
arxiv.org·

Predictive Coding with Bayesian Priors via Proximal Gradients

 🤖Scikit-learn  Content type: Academic
arxiv.org·

Generalization in Deep Neural Networks: Minimax Rates for Gradient Methods

 🤖Scikit-learn  Content type: Academic
arxiv.org·

A Global Convergence Analysis of Consensus ALADIN for Convex Optimization

 🤖Scikit-learn  Content type: Academic
arxiv.org·

Fine-tuning Multi-modal LLMs with ART: Art-based Reinforcement Training

 🤖AI  Content type: Academic
arxiv.org·

Efficient Time Series Clustering from Multiscale Reservoir Dynamics with Granular-Ball Anchoring Graph Optimization

 🤖Scikit-learn  Content type: Academic
arxiv.org·

Beyond Linear and Overcomplete Regimes: A Mean-Field Analysis of Bottleneck Autoencoders

 🤖Scikit-learn  Content type: Academic
arxiv.org·

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

 ⚡JIT Optimizations  Content type: Academic
arxiv.org·

Theory of learning of high-dimensional controlled non-linear dynamical systems (I): models and methods

 🤖Scikit-learn  Content type: Academic
arxiv.org·

Duality for Optimal Multi-Item, Multi-Bidder Auction Design: Revenue Certificates through Deep Learning

 🤖Scikit-learn  Content type: Academic
arxiv.org·

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

 ⚡SIMD Programming  Content type: Academic
arxiv.org·

Reinforcement Learning for Flow-Matching Policies with Density Transport

 🎨Processing  Content type: Academic
arxiv.org·

Variational Proximal Policy Optimization

 🤖Scikit-learn  Content type: Academic
arxiv.org·

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

 🤖Scikit-learn  Content type: Academic
arxiv.org·

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

 🤖Scikit-learn  Content type: Academic
arxiv.org·

Deep Learning Based Sparse Array Design with Pre-Steering for Adaptive Beamforming

 🤖AI  Content type: Academic
arxiv.org·

Predicting Physical and Physical-Chemical Properties of Molecular-Based Materials Using Computational Neural Networks

 🤖Scikit-learn  Content type: Academic
arxiv.org·

The Spectral Dynamics and Noise Geometry of Muon

 🤖ML  Content type: Academic
arxiv.org·
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