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Numerical Analysis
294 directly classified papers
Papers per year
2006: 1
2007: 2
2008: 1
2010: 2
2011: 2
2012: 4
2013: 8
2014: 9
2015: 15
2016: 20
2017: 27
2018: 20
2019: 22
2020: 29
2021: 37
2022: 29
2023: 27
2024: 26
2025: 11
2026: 2
Papers
A Scalable Second Order Method for Ill-Conditioned Matrix Completion from Few Samples
ICML 2021
Improved Guarantees and a Multiple-descent Curve for Column Subset Selection and the Nystrom Method (Extended Abstract)
IJCAI 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery
IJCAI 2021
On the Riemannian Search for Eigenvector Computation
JMLR 2021
Higher-order Derivatives of Weighted Finite-state Machines
ACL 2021
Faster proximal algorithms for matrix optimization using Jacobi-based eigenvalue methods
NIPS 2021
Analysis of Sensing Spectral for Signal Recovery under a Generalized Linear Model
NIPS 2021
Analog Accelerator for Simulation and Diagnostics
AAAI 2020
Coresets for Near-Convex Functions
NIPS 2020
Fast MSER
CVPR 2020
Do Subsampled Newton Methods Work for High-Dimensional Data?
AAAI 2020
Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers
NIPS 2020
Finding Second-Order Stationary Points Efficiently in Smooth Nonconvex Linearly Constrained Optimization Problems
NIPS 2020
Debiasing Distributed Second Order Optimization with Surrogate Sketching and Scaled Regularization
NIPS 2020
Fixed-Support Wasserstein Barycenters: Computational Hardness and Fast Algorithm
NIPS 2020
A Continuous-Time Mirror Descent Approach to Sparse Phase Retrieval
NIPS 2020
Amortized Finite Element Analysis for Fast PDE-Constrained Optimization
ICML 2020
Entrywise convergence of iterative methods for eigenproblems
NIPS 2020
Fast Matrix Square Roots with Applications to Gaussian Processes and Bayesian Optimization
NIPS 2020
Polynomial Tensor Sketch for Element-wise Function of Low-Rank Matrix
ICML 2020
Learning Similarity Metrics for Numerical Simulations
ICML 2020
Nearly Non-Expansive Bounds for Mahalanobis Hard Thresholding
COLT 2020
Proximal Gradient Algorithm with Momentum and Flexible Parameter Restart for Nonconvex Optimization
IJCAI 2020
Generalized Leverage Score Sampling for Neural Networks
NIPS 2020
Nesterov's Acceleration for Approximate Newton
JMLR 2020
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