4,439 records
- 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
- Revisiting Anisotropy in Language Transformers: The Geometry of Learning Dynamics
- Sensor Placement for Tsunami Early Warning via Large-Scale Bayesian Optimal Experimental Design
- Shocks without shock capturing: Information geometric regularization of finite volume methods for Navier--Stokes-like problems
- Polylab: A MATLAB Toolbox for Multivariate Polynomial Modeling
- FlowAdam: Implicit Regularization via Geometry-Aware Soft Momentum Injection
- Broken Quantum: A Systematic Formal Verification Study of Security Vulnerabilities Across the Open-Source Quantum Computing Simulator Ecosystem
- Towards National Quantum Communication in Europe: Planning and Sizing Terrestrial QKD Networks
- Sparse-Aware Neural Networks for Nonlinear Functionals: Mitigating the Exponential Dependence on Dimension
- Diffusion Processes on Implicit Manifolds
- Improving Feasibility in Quantum Approximate Optimization Algorithm for Vehicle Routing via Constraint-Aware Initialization and Hybrid XY-X Mixing
- The Random Subsequence Model and Uniform Codes for the Deletion Channel
- Weaves, Wires, and Morphisms: Formalizing and Implementing the Algebra of Deep Learning
- Improved Implementation of Approximate Full Mass Matrix Inverse Methods into Material Point Method Simulations
- Mathematical Analysis of Image Matching Techniques
- Safe Large-Scale Robust Nonlinear MPC in Milliseconds via Reachability-Constrained System Level Synthesis on the GPU
- Jeffreys Flow: Robust Boltzmann Generators for Rare Event Sampling via Parallel Tempering Distillation
- Selecting a Maximum Solow-Polasky Diversity Subset in General Metric Spaces Is NP-hard
- ResearchEVO: An End-to-End Framework for Automated Scientific Discovery and Documentation
- Improved space-time tradeoff for TSP via extremal set systems
- Improved Space-Time Tradeoffs for Permutation Problems via Extremal Combinatorics
- On Dominant Manifolds in Reservoir Computing Networks
- Late Breaking Results: Hardware-Efficient Quantum Reservoir Computing via Quantized Readout
- A machine learning framework for uncovering stochastic nonlinear dynamics from noisy data
- Artificial Intelligence and the Structure of Mathematics
- Topological Characterization of Churn Flow and Unsupervised Correction to the Wu Flow-Regime Map in Small-Diameter Vertical Pipes
- SMT-AD: a scalable quantum-inspired anomaly detection approach
- Asymptotic-Preserving Neural Networks for Viscoelastic Parameter Identification in Multiscale Blood Flow Modeling
- The complexity of bisimilarity on pointmass processes