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Continuous Optimization

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Variational Weighting for Kernel Density Ratios NIPS 2023
An Optimal Structured Zeroth-order Algorithm for Non-smooth Optimization NIPS 2023
Unbalanced Optimal Transport for Unbalanced Word Alignment ACL 2023
Searching for Optimal Per-Coordinate Step-sizes with Multidimensional Backtracking NIPS 2023
Progressively Optimized Local Radiance Fields for Robust View Synthesis CVPR 2023
Algorithmic Regularization in Tensor Optimization: Towards a Lifted Approach in Matrix Sensing NIPS 2023
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation ACL 2023
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing NIPS 2023
Fast Rank-1 Lattice Targeted Sampling for Black-box Optimization NIPS 2023
Convex Bounds on the Softmax Function with Applications to Robustness Verification AISTATS 2023
Block Subsampled Randomized Hadamard Transform for Nyström Approximation on Distributed Architectures ICML 2023
Intrinsic Sliced Wasserstein Distances for Comparing Collections of Probability Distributions on Manifolds and Graphs ICML 2023
PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems NIPS 2023
A Nearly-Optimal Bound for Fast Regression with $\ell_∞$ Guarantee ICML 2023
Efficient Semiring-Weighted Earley Parsing ACL 2023
Radial Basis Approximation of Tensor Fields on Manifolds: From Operator Estimation to Manifold Learning JMLR 2023
Learning-Rate-Free Learning by D-Adaptation ICML 2023
Operator learning with PCA-Net: upper and lower complexity bounds JMLR 2023
Validation of composite systems by discrepancy propagation UAI 2023
Zeroth-Order Alternating Gradient Descent Ascent Algorithms for A Class of Nonconvex-Nonconcave Minimax Problems JMLR 2023
Global optimality for Euclidean CCCP under Riemannian convexity ICML 2023
KrADagrad: Kronecker approximation-domination gradient preconditioned stochastic optimization UAI 2023
Optimal Pricing Schemes for Identical Items with Time-Sensitive Buyers AAAI 2023
Beyond the Golden Ratio for Variational Inequality Algorithms JMLR 2023
DRCFS: Doubly Robust Causal Feature Selection ICML 2023