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Continuous Optimization

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Editable Image Geometric Abstraction via Neural Primitive Assembly ICCV 2023
Dynamic Flows on Curved Space Generated by Labeled Data IJCAI 2023
Optimal Sample Complexity Bounds for Non-convex Optimization under Kurdyka-Lojasiewicz Condition AISTATS 2023
Dimensionality Collapse: Optimal Measurement Selection for Low-Error Infinite-Horizon Forecasting AISTATS 2023
High-Dimensional Private Empirical Risk Minimization by Greedy Coordinate Descent AISTATS 2023
Coordinate Descent for SLOPE AISTATS 2023
Conjugate Gradient Method for Generative Adversarial Networks AISTATS 2023
Sampling From a Schrödinger Bridge AISTATS 2023
Efficient displacement convex optimization with particle gradient descent ICML 2023
Improved Rate of First Order Algorithms for Entropic Optimal Transport AISTATS 2023
{PF}$^2$ES: Parallel Feasible Pareto Frontier Entropy Search for Multi-Objective Bayesian Optimization AISTATS 2023
Estimating virtual targets for lingual stop consonants using general Tau theory INTERSPEECH 2023
Self-Attention Amortized Distributional Projection Optimization for Sliced Wasserstein Point-Cloud Reconstruction ICML 2023
Fast Block Coordinate Descent for Non-Convex Group Regularizations AISTATS 2023
Fast Computation of Branching Process Transition Probabilities via ADMM AISTATS 2023
Coordinate Descent Methods for Fractional Minimization ICML 2023
Mixed Linear Regression via Approximate Message Passing AISTATS 2023
Theoretical Bounds on the Network Community Profile from Low-rank Semi-definite Programming ICML 2023
Semi-Dual Unbalanced Quadratic Optimal Transport: fast statistical rates and convergent algorithm. ICML 2023
Refined Convergence and Topology Learning for Decentralized SGD with Heterogeneous Data AISTATS 2023
Low-complexity Broadband Beampattern Synthesis using Array Response Control INTERSPEECH 2023
Is Consensus Acceleration Possible in Decentralized Optimization over Slowly Time-Varying Networks? ICML 2023
Safe Interval Path Planning with Kinodynamic Constraints AAAI 2023
Scalable Bayesian Optimization Using Vecchia Approximations of Gaussian Processes AISTATS 2023
On Coresets for Clustering in Small Dimensional Euclidean spaces ICML 2023