4,439 records
- PhysGuard: Fisher-Guided Gradient Projection for Sim-to-Real Neural PDE Surrogates
- The CREATOR Project: Towards a Computational Electric Machine Laboratory
- Testing for a Hidden Geometry in Random Graphs
- Learning Policy from a Single Trajectory in Average-Reward Markov Decision Process
- Encoding Phylogenetic Networks with Least Common Ancestor Constraints
- Analytic Torsion and Spectral Gap Capture Persistent-Laplacian Performance
- The Complexity of Min-Max Optimization for Quadratic Polynomials
- Filtered Conformal Ellipsoids for Graph-Native Time Series
- A constant-factor approximation of the Gromov-Hausdorff distance in the plane
- Finsler Geometry, Graph Neural Networks, and You
- A program to find families of graphs in Free$\{C_4,4K_1\}$ with bounded clique width
- Transformer-Based Warm-Starting for Feasible and Optimal Terminal Approach to Tumbling Objects with Space Manipulators
- A Decision-Theoretic View of Test-Time Training: When, How Far, and Which Directions to Adapt
- Multi-Fidelity SINDy: Sparse Discovery of Nonlinear Dynamical Systems with Fidelity-Weighted Measurements
- The algebra of Krom logic programs
- MSC-CMA-ES: Structure-Aware Restarts for CMA-ES via Cyclic Nearest-Better Basin Discovery
- SILAGE: Memory-Efficient, Full-Gradient-Free Nonconvex Optimization for Nested Finite Sums
- Finite-Dimensional Type I von Neumann Algebras in PyTorch: A GPU-Accelerated Framework for Random Block-Diagonal Operators
- The Information-Theoretic Benefit of Shared Representations under Orthogonality Constraints
- Transformers Learn the Mestre-Nagao Heuristic
- Physics-conforming Latent Twins
- Can Neural Networks Achieve Optimal Computational-statistical Tradeoff? An Analysis on Single-Index Model
- On Type Deception in Linear-Quadratic Differential Games
- PHINN: Persistent Homology Inspired Neural Network for Rare-Event Time Series Generation
- Bayesian 3D Steerable CNNs: Enabling Equivariance and Uncertainty Quantification Simultaneously
- Assembly Spaces: Formal Definitions and Fast Methods for Approximating Assembly Indices
- Automatic Differentiation from Scratch: How PyTorch Computes Gradients in Physics-Informed Neural Networks
- Lyapunov-Based Sample Complexity Analysis for Weakly-Coupled MDPs
- Designing Efficient and Reachable Routes: The $k$-Step-Central Shortest Path Problem
- Robustness without Wrinkles: Parallel Simulation and Robust MPC for Certified Deformable Manipulation
- Structured Noise Adaptation for Sequential Bayesian Filtering with Embedded Latent Transfer Operators
- Block Tensor Rank of Sum-Rank Metric Codes
- Riemannian Metric Matching for Scalable Geometric Modeling of Distributions
- A Statistical and Machine Learning Framework for Operational Threshold Detection and Deployable Dispatch Controller Development in Hydrogen Multi-Energy Systems
- Which Directions Matter? Sparse Design for Affine Robust Optimization
- An Exposition of Five Candidates Suffice for a Majority
- Optimal Hidden-Target Learning for Online Inventory Optimization on General Convex Sets
- Bayesian Variational System Identification with Weak-Form Residual Likelihoods
- Optimality of Random Regular Graphs in Sparse Network Designs
- From Meta Idea to Advanced Mathematical Discovery -- Human-AI Co-Discovery of Sign-Embedding Quantum Algorithms
- Axiomatic shared-medium coordination for stigmergic systems
- Diffusion-Network Alignment: An Efficient Algorithm and Explicit Probability Bounds
- Certified World Models: Predictability Across Configuration, Horizon, and Resolution
- Touchard-Riordan Polynomials and Schur-positivity of Set Partitions
- The Curious Case of Reversible Elementary Second Order Cellular Automaton 115
- A $q$-analogue of the rational normal curve and linearized Reed-Solomon codes
- Embedding-based Methods for Linear Solver Performance Prediction
- Clipping Makes Distributed and Federated Asynchronous SGD Robust to Stragglers
- Subdivision-based isogeometric analysis for axisymmetric electromagnetic problems
- Temporal Conductance and Bounds on the Voter Model for Dynamic Networks