Numerical Analysis

A Common Interface for Automatic Differentiation JMLR 2026 FreeForm: Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes CVPR 2026 Minimal Constraint Relaxation for Multiview Autocalibration CVPR 2026 Quantum Algorithms for Spectral Sums AAAI 2026 Solving Minimal Problems Without Matrix Inversion Using FFT-Based Interpolation CVPR 2026 Spain: Succinct Proofs for Numerical Computations OSDI 2026 STDE++: Polynomial-Time Amortization for Linear Differential Operators JMLR 2026 SVD-NO: Learning PDE Solution Operators with SVD Integral Kernels AAAI 2026 Vector-Valued Gaussian Processes for Approximating Divergence- or Rotation-free Vector Fields JMLR 2026 2D Immersed Boundary Method in Vocal Tract Acoustics: An Eulerian–Lagrangian Model for Simulation of Diphthongs Interspeech 2025 Adaptive Wavelet-Positional Encoding for High-Frequency Information Learning in Implicit Neural Representation AAAI 2025 Analysis of Avian Biphonic Vocalization Using Computational Modelling Interspeech 2025 An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 A Random Matrix Approach to Low-Multilinear-Rank Tensor Approximation JMLR 2025 A Truncated Newton Method for Optimal Transport ICLR 2025 Computation-Aware Kalman Filtering and Smoothing AISTATS 2025 Efficient Neural and Numerical Methods for High-QualityOnline Speech Spectrogram Inversion via Gradient Theorem Interspeech 2025 Efficient Training of Neural Fractional-Order Differential Equation via Adjoint Backpropagation AAAI 2025 Efficient Trajectory Inference in Wasserstein Space Using Consecutive Averaging AISTATS 2025 Enhanced Diffusion Sampling via Extrapolation with Multiple ODE Solutions ICLR 2025 FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers IJCAI 2025 Learning Stochastic Nonlinear Dynamics with Embedded Latent Transfer Operators AISTATS 2025 Linear Trading Position with Sparse Spectrum IJCAI 2025 Matrix-Free Shared Intrinsics Bundle Adjustment CVPR 2025 Non-Convex Tensor Recovery from Local Measurements AAAI 2025