📈 Optimization - saeedesmaili · Scour

Second-Order Path Kernel Interpolation Formulas in Machine Learning

🤖Machine Learning Academic

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

🤖Machine Learning Academic

Uniform Stability and Generalization Error of GD and SGD on Fixed-Point Parameters

🎮Reinforcement Learning Academic

Predictive Coding with Bayesian Priors via Proximal Gradients

🧠Neural Networks Academic

Block coordinate descent for joint delay-energy optimization in multi-hop D2D networks

🎯Fine-tuning Academic

Flatland: The Adventures of Gradient Descent with Large Step Sizes

🤖Machine Learning Academic

Fourier fractal dimension to predict the generalization of deep neural networks

🤖Machine Learning Academic

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

🤖Machine Learning Academic

The Spectral Dynamics and Noise Geometry of Muon

🤖Machine Learning Academic

Quantum Algorithm for Nonlinear and Stochastic Homogenization via a Young-Measure based Linear Programming Formulation

🎮Reinforcement Learning Academic

Sim2Schedule: A Simulator-Guided LLM Framework for Autonomous Open-Pit Mine Scheduling

🤖AI Agents Academic

Gradient Descent with Large Step Size Restores Symmetry in Deep Linear Networks with Multi-Pathway

🧠Neural Networks Academic

Not All Warm Starts Help: Benchmarking Primal-Dual Initializations for ACOPF Algorithms

🎯Fine-tuning Academic

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

🧠Neural Networks Academic

A Theory on Flow Matching with Neural Networks

🧠Neural Networks Academic

Cross-Epoch Adaptive Rollout Optimization for RL Post-Training

🎮Reinforcement Learning Academic

Weighted Sum-Rate Enhancement for Flexible Intelligent Metasurface-Assisted Multicell Systems

🖨️3D Printing Academic

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

🤖LLM Academic

Constrained Paraphrase Consistency for LLM Hallucination Detection

🧠Transformers Academic

Real-Time and Accurate Collision-Free Teleoperation via Differentiable Constraint-Based Trajectory Planning

🦾Robotics Academic

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