Continuous Optimization

Inferring Dynamic Networks from Marginals with Iterative Proportional Fitting ICML 2024 Inferring Neural Signed Distance Functions by Overfitting on Single Noisy Point Clouds through Finetuning Data-Driven based Priors NeurIPS 2024 Infinite-Horizon Distributionally Robust Regret-Optimal Control ICML 2024 Instance-Optimal Private Density Estimation in the Wasserstein Distance NeurIPS 2024 Interaction-Force Transport Gradient Flows NeurIPS 2024 Intra- and Inter-group Optimal Transport for User-Oriented Fairness in Recommender Systems AAAI 2024 Invariant subspaces and PCA in nearly matrix multiplication time NeurIPS 2024 Is Temperature Sample Efficient for Softmax Gaussian Mixture of Experts? ICML 2024 John Ellipsoids via Lazy Updates NeurIPS 2024 Kernel-Based Evaluation of Conditional Biological Sequence Models ICML 2024 Kernel Debiased Plug-in Estimation: Simultaneous, Automated Debiasing without Influence Functions for Many Target Parameters ICML 2024 Kernel Semi-Implicit Variational Inference ICML 2024 Krylov Cubic Regularized Newton: A Subspace Second-Order Method with Dimension-Free Convergence Rate AISTATS 2024 Lagrangian inspired polynomial estimator for black-box learning and control of underactuated systems L4DC 2024 Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis CVPR 2024 Large Scale Mapping of Indoor Magnetic Field by Local and Sparse Gaussian Processes CoRL 2024 Last-Iterate Convergence for Generalized Frank-Wolfe in Monotone Variational Inequalities NeurIPS 2024 Learning Discretized Neural Networks under Ricci Flow JMLR 2024 Learning Distributions on Manifolds with Free-Form Flows NeurIPS 2024 Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation ICML 2024 Learning Elastic Costs to Shape Monge Displacements NeurIPS 2024 Learning Iterative Reasoning through Energy Diffusion ICML 2024 Learning Low-Rank Tensor Cores with Probabilistic ℓ0-Regularized Rank Selection for Model Compression IJCAI 2024 Learning Macroscopic Dynamics from Partial Microscopic Observations NeurIPS 2024 Learning Multiple Secrets in Mastermind ICML 2024