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4,439 records
- 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
- Query Lower Bounds for Diffusion Sampling
- LoDAdaC: a unified local training-based decentralized framework with adaptive gradients and compressed communication
- GPU-Accelerated Continuous-Time Successive Convexification for Contact-Implicit Legged Locomotion
- The Non-Optimality of Scientific Knowledge: Path Dependence, Lock-In, and The Local Minimum Trap
- From Distance to Angle: One-Shot Detection Under Isotropic Multivariate Cauchy Noise
- Scale-invariant projection optimization in tomographic volumetric additive manufacturing
- Modeling and Simulation of Nitrogen Generation by Pressure Swing Adsorption for Power-to-Ammonia
- Geometric Probing for Algorithm Selection in Continuous Black-Box Optimization
- On the Terminology and Geometric Aspects of Redundant Parallel Manipulators
- Generalization and Scaling Laws for Mixture-of-Experts Transformers
- On the Representational Limits of Quantum-Inspired 1024-D Document Embeddings: An Experimental Evaluation Framework
- Robust Spectral Recovery for Dynamical Sampling
- On Worst-Case Optimal Polynomial Intersection
- Algorithms for Standard-form ILP Problems via Komlós' Discrepancy Setting (Refined $2^{O(k)}$-analysis)
- Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size
- New Hybrid Fine-Tuning Paradigm for LLMs: Algorithm Design and Convergence Analysis Framework
- Mathematical analysis of one-layer neural network with fixed biases, a new activation function and other observations
- Sinkhorn doubly stochastic attention rank decay analysis
- $φ-$DeepONet: A Discontinuity Capturing Neural Operator
- The Boolean surface area of polynomial threshold functions
- Approximation of the Basset force in the Maxey-Riley-Gatignol equations via universal differential equations
- Asynchronous Quantum Distributed Computing: Causality, Snapshots, and Global Operations