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Continuous Optimization

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Proving Linear Mode Connectivity of Neural Networks via Optimal Transport AISTATS 2024
Policy Mirror Descent with Lookahead NIPS 2024
Globally Q-linear Gauss-Newton Method for Overparameterized Non-convex Matrix Sensing NIPS 2024
Stochastic Regularized Majorization-Minimization with weakly convex and multi-convex surrogates JMLR 2024
Non-geodesically-convex optimization in the Wasserstein space NIPS 2024
Interaction-Force Transport Gradient Flows NIPS 2024
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024
Global Latent Neural Rendering CVPR 2024
CLOAF: CoLlisiOn-Aware Human Flow CVPR 2024
Quantum algorithm for large-scale market equilibrium computation NIPS 2024
Fairness in Social Influence Maximization via Optimal Transport NIPS 2024
Functional optimal transport: regularized map estimation and domain adaptation for functional data JMLR 2024
Almost Sure Convergence Rates Analysis and Saddle Avoidance of Stochastic Gradient Methods JMLR 2024
Accelerated Gradient Tracking over Time-varying Graphs for Decentralized Optimization JMLR 2024
Restricted Isometry Property of Rank-One Measurements with Random Unit-Modulus Vectors AISTATS 2024
Debiasing Evaluations That Are Biased by Evaluations JMLR 2024
Gradient-free optimization of highly smooth functions: improved analysis and a new algorithm JMLR 2024
skscope: Fast Sparsity-Constrained Optimization in Python JMLR 2024
QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024
OmniSDF: Scene Reconstruction using Omnidirectional Signed Distance Functions and Adaptive Binoctrees CVPR 2024
Fast Tree-Field Integrators: From Low Displacement Rank to Topological Transformers NIPS 2024
Complexity of Single Loop Algorithms for Nonlinear Programming with Stochastic Objective and Constraints AISTATS 2024
Adaptive Federated Minimax Optimization with Lower Complexities AISTATS 2024
Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024
SDEs for Minimax Optimization AISTATS 2024