conftrace_
← Optimization
Mathematics & Optimization › Optimization ›

Continuous Optimization

3,907 papers

Papers per year

6
38
155
367
154
'05
'10
'15
'20
'25

Papers

Decision-Making for Land Conservation: A Derivative-Free Optimization Framework with Nonlinear Inputs AAAI 2024
Fairness with Censorship: Bridging the Gap between Fairness Research and Real-World Deployment AAAI 2024
Fair and Optimal Prediction via Post-Processing AAAI 2024
Preference-Aware Constrained Multi-Objective Bayesian Optimization (Student Abstract) AAAI 2024
Document Alignment based on Overlapping Fixed-Length Segments ACL 2024
A Specialized Semismooth Newton Method for Kernel-Based Optimal Transport AISTATS 2024
Robust Non-linear Normalization of Heterogeneous Feature Distributions with Adaptive Tanh-Estimators AISTATS 2024
Structured Transforms Across Spaces with Cost-Regularized Optimal Transport AISTATS 2024
Generalization Bounds of Nonconvex-(Strongly)-Concave Stochastic Minimax Optimization AISTATS 2024
A General Algorithm for Solving Rank-one Matrix Sensing AISTATS 2024
The Solution Path of SLOPE AISTATS 2024
Graph Machine Learning through the Lens of Bilevel Optimization AISTATS 2024
Efficient Graph Laplacian Estimation by Proximal Newton AISTATS 2024
Absence of spurious solutions far from ground truth: A low-rank analysis with high-order losses AISTATS 2024
Restricted Isometry Property of Rank-One Measurements with Random Unit-Modulus Vectors AISTATS 2024
Vector Quantile Regression on Manifolds AISTATS 2024
Near-Optimal Convex Simple Bilevel Optimization with a Bisection Method AISTATS 2024
Extragradient Type Methods for Riemannian Variational Inequality Problems AISTATS 2024
Efficient Model-Based Concave Utility Reinforcement Learning through Greedy Mirror Descent AISTATS 2024
Backward Filtering Forward Deciding in Linear Non-Gaussian State Space Models AISTATS 2024
Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024
Lexicographic Optimization: Algorithms and Stability AISTATS 2024
Minimizing Convex Functionals over Space of Probability Measures via KL Divergence Gradient Flow AISTATS 2024
Non-Convex Joint Community Detection and Group Synchronization via Generalized Power Method AISTATS 2024
SPEED: Experimental Design for Policy Evaluation in Linear Heteroscedastic Bandits AISTATS 2024