4,439 records
- Data-Driven Energy-Based Learning via Gibbs Measures on Hierarchical Structures
- Propagation of~Interval Belief Structures and~Imprecise Copulas for~Neural Network Verification
- I.i.d. Prophet Inequalities with Discounted Rewards: As Hard as the Non-i.i.d. Case
- Minimizing cumulative infections in SIS epidemic models over networks via an edge deletion algorithm
- Stable complete coordinates for multisets of points via basic $r$-symmetric tropical polynomials
- A Complete Complexity Dichotomy for Cyclic Attractor Detection in Boolean Networks with Restricted Local Rules
- Modal Extensions of CLoN with Bi-neighborhood Semantics
- Curvature-Weighted Gradient Diversity: A Noise Measure for Geometry-Adaptive SGD Schedules
- Computing the Integral R2 Indicator by Perspective Mapping and Box Decomposition
- Convergence of Continual Learning in Homogeneous Deep Networks
- The Fundamental Limits of Valid Transport Map Estimation
- A Lean 4 Formalization of Scott's Continuous Lattices (1972)
- A Stationary-Distribution Theory for Triplet-Based Plateau Search in Random Forest Ensemble-Size Selection
- RoPoLL: Robust Panel of LLM Judges
- Structure of the Circular-Dyadic Convolution Error
- Improved Scaling for Fast Mode of Ozaki Scheme II
- On the Complexity of Counting Orderings in Graphs
- Dead-Direction Conditioners: Gauge-Equivariant Preconditioning for Deep Networks
- Computing Lewis weights to high precision using local relative smoothness
- An FPT algorithm for cycle rank on semi-complete digraphs
- Dipole Diffusion Error in Thin Geometry: Optical Thickness Laws for Grid-Free Subsurface Scattering
- Algorithmic exploration of the unit distance problem in the rational plane
- Dynamical System Characterization of Heterogeneous Walker Satellite Networks: An Orbit-Aware Stochastic Geometry Perspective
- Randomized neural operator for parametric PDEs with fast training and conformal uncertainty quantification
- Structured Proper Loss Geometries for Multiclass Classification: Theory and Controlled Empirical Evaluation
- Chamber geometry and specification numbers of Boolean threshold functions
- Optimizer Memory Makes Shuffle Order a First-Order Source of Fine-Tuning Noise
- STEMGym: Benchmarking Sequential Decision-Making under Dose Budgets in Autonomous Electron Microscopy
- How AI settled the complexity of the oldest SGD algorithm
- On design-unbiased algorithmic Machine Learning
- Reduction of Probabilistic Chemical Reaction Networks
- Difference of Convex Programming in the Wasserstein Space with Applications to MMD Optimization
- The quantum instrument monad
- Spectral clustering of time-evolving networks using spatio-temporal random walks
- MathModDB: A Database for Mathematical Models
- Fast and Feasible: Permutation-based Constrained Reranking for Revenue Maximization
- Discrete Event Population Updates: finding game theoretic emergent behaviour in queueing systems with simulation
- Dangerous Liaisons of Convex Learning and Non-Affine Aggregation
- Recovering Sharp Conductivity Features in the Finite-Data Calderón Problem with Physics-Informed Neural Networks
- VGB for Masked Diffusion Model: Efficient Test-time Scaling for Reward Satisfaction and Sample Editing
- Pairwise Reflection Symmetry in Generalized Latin Rectangles
- Modelling Emotional Memory in Children with Tensor Networks
- Geometric Measurements of the Axiom of Choice in Neural Proof Embeddings
- Replica Symmetry Breaking and Algorithmic Thresholds in Empirical Risk Minimization under Multi-Index Model
- A Fast Convergent Algorithm for Solving Non-convex Partially-Decoupled Generalized Nash Equilibrium Problems
- Adaptive Bayes exactly tracks information over intrinsic time
- General purpose graphical rendering on quantum devices with composable function systems
- Learning Probabilistic Filters with Strictly Proper Scoring Rules
- Existence of Pure Strategy Nash Equilibria in Finite Noncooperative Games
- Fast Enumeration of Minimal Removable Sets in Monotone Systems with Application to Core Collapse Analysis