🔗 Markov Chains - pfh · Scour

Solving linear-rate ODE hierarchies (like master equations) using closures and operator splitting ⛰️Gradient Descent

Continuous-time Predictor-Based Subspace Identification with Hermite basis expansions ⛰️Gradient Descent

On Geometric Asymmetry and Information in Sequential Dimension Reduction 🗺️Manifold Learning

Social-Mamba: Socially-Aware Trajectory Forecasting with State-Space Models 🗺️Manifold Learning

SERE: A Stabilized Element-Wise Method for Downlink Rate Estimation in Clustered Cell-Free Networks 🔥ComplexHeatmap

A City-Scale Dataset of Traffic Flows, Travel Times, and Urban Context 🔥ComplexHeatmap

An integration-free approach for particle flow filtering 📐Computational Geometry

Robust Restless Multi-Armed Bandit for Data Center Flexibility Services Through Virtual Machine Scheduling ⛰️Gradient Descent

PH-Dreamer: A Physics-Driven World Model via Port-Hamiltonian Generative Dynamics 🦠Whole cell model

Hamilton--Jacobi Reachability for Spacecraft Collision Avoidance 📐Computational Geometry

Probabilistic Verification of Recurrent Neural Networks for Single and Multi-Agent Reinforcement Learning ⛰️Gradient Descent

Boson-fermion complementarity in a linear interferometer: An identity relating the determinant and permanent of a matrix 🗺️UMAP

3DMambaComplete: Exploring Structured State Space Model for Point Cloud Completion 📐Computational Geometry

Petri Net Induced Heuristic Search for Resource Constrained Scheduling 📐Computational Geometry

Dimension-Free Convergence of Discrete Diffusion Models: Adjoint Equations Induce the Right Space 🗺️Manifold Learning

FSCM: Frequency-Enhanced Spatial-Spectral Coupled Mamba for Infrared Hyperspectral Image Colorization 📐Matrix Factorization

Spatial Blindness in Whole-Slide Multiple Instance Learning 🗺️Manifold Learning

Composition of Memory Experts for Diffusion World Models 🗺️Manifold Learning

Looped SSMs: Depth-Recurrence and Input Reshaping for Time Series Classification ⛰️Gradient Descent

Self-supervised Hierarchical Visual Reasoning with World Model 🗺️Manifold Learning

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