4,439 records
- Natural gradient descent with momentum
- Cosm: orchestrated collective dynamics give rise to rapid computational search at the solution frontier
- Explicit Rank Extractors and Subspace Designs via Function Fields, with Applications to Strong Blocking Sets
- PackSELL: A Sparse Matrix Format for Precision-Agnostic High-Performance SpMV
- Automated Tactics for Polynomial Reasoning in Lean 4
- Parameter-efficient Quantum Multi-task Learning
- Ordinary Least Squares is a Special Case of Transformer
- Weighted Riemannian Optimization for Solving Quadratic Equations from Gaussian Magnitude Measurements
- AlphaCNOT: Learning CNOT Minimization with Model-Based Planning
- Quantum Machine Learning for Colorectal Cancer Data: Anastomotic Leak Classification and Risk Factors
- Parallel Algorithms for Group Isomorphism via Code Equivalence
- Unsupervised domain transfer: Overcoming signal degradation in sleep monitoring by increasing scoring realism
- A Complete Symmetry Classification of Shallow ReLU Networks
- Two-Sided Bounds for Entropic Optimal Transport via a Rate-Distortion Integral
- Momentum Further Constrains Sharpness at the Edge of Stochastic Stability
- Complex Interpolation of Matrices with an application to Multi-Manifold Learning
- Temporary Power Adjusting Withholding Attack
- Quantum-inspired tensor networks in machine learning models
- Behavior Cloning Under PD Control: A Finite-Horizon Theory of Gain-Dependent Error Amplification
- Medial Axis Aware Learning of Signed Distance Functions
- Applying Two-Grid Preconditioner for Subsurface Flow Simulation using Attention-enhanced Hybrid Network to Accelerate Multiscale Discretization in High-contrast Media
- Turán-Theoretic Bounds on Several Elementary Trapping Sets in LDPC Codes
- Spatial-Spectral Adaptive Fidelity and Noise Prior Reduction Guided Hyperspectral Image Denoising
- BEAM: Bi-level Memory-adaptive Algorithmic Evolution for LLM-Powered Heuristic Design
- An Optimal Sauer Lemma Over $k$-ary Alphabets
- Bilevel Late Acceptance Hill Climbing for the Electric Capacitated Vehicle Routing Problem
- Asymptotically Faster Algorithms for Recognizing $(k,\ell)$-Sparse Graphs
- Numerical Instability and Chaos: Quantifying the Unpredictability of Large Language Models
- Some Theoretical Limitations of t-SNE
- Entropic independence via sparse localization
- $α$-Mutual Information for the Gaussian Noise Channel
- QShield: Securing Neural Networks Against Adversarial Attacks using Quantum Circuits
- Learning to Adapt: In-Context Learning Beyond Stationarity
- Continuous-time Online Learning via Mean-Field Neural Networks: Regret Analysis in Diffusion Environments
- Analyzing Network Robustness via Residual Closeness
- Above-Guarantee Algorithm for Properly Colored Trees
- How to reconstruct (anonymously) a secret cellular automaton
- Lectures on AI for Mathematics
- Generative Path-Finding Method for Wasserstein Gradient Flow
- Fast and principled equation discovery from chaos to climate
- Sampling Colorings Close to the Maximum Degree: Non-Markovian Coupling and Local Uniformity
- Offline-Online Reinforcement Learning for Linear Mixture MDPs
- Twisted Edges: A Unified Framework for Designing Linked Knot (LK) Structures Using Labeled Non-Manifold Surface Meshes
- A Queueing-Theoretic Framework for Dynamic Attack Surfaces: Data-Integrated Risk Analysis and Adaptive Defense
- Entangled happily ever after: Wedding reception seating mapped to classical and quantum optimizers
- Edge-Tilting Field Dynamics: Rapid Mixing at the Uniqueness Threshold and Optimal Mixing for Swendsen-Wang Dynamics
- On the Capacity of Distinguishable Synthetic Identity Generation under Face Verification
- A Linear Temporal Logic of Frequencies on Series of Events
- Entropy-Rate Selection for Partially Observed Processes
- Online Covariance Estimation in Averaged SGD: Improved Batch-Mean Rates and Minimax Optimality via Trajectory Regression