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Optimization

1203 directly classified papers

Papers per year

Papers

Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023
High-dimensional Location Estimation via Norm Concentration for Subgamma Vectors ICML 2023
Group Equivariant Fourier Neural Operators for Partial Differential Equations ICML 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023
A Unified Framework for Optimization-Based Graph Coarsening JMLR 2023
Constrained Optimization via Exact Augmented Lagrangian and Randomized Iterative Sketching ICML 2023
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023
Preconditioned Gradient Descent for Overparameterized Nonconvex Burer--Monteiro Factorization with Global Optimality Certification JMLR 2023
Fast Objective & Duality Gap Convergence for Non-Convex Strongly-Concave Min-Max Problems with PL Condition JMLR 2023
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023
On the Accelerated Noise-Tolerant Power Method AISTATS 2023
Tighter Analysis for ProxSkip ICML 2023
CO-BED: Information-Theoretic Contextual Optimization via Bayesian Experimental Design ICML 2023
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023
Optimal robustness-consistency tradeoffs for learning-augmented metrical task systems AISTATS 2023
It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk EMNLP 2023
Mixing Predictions for Online Metric Algorithms ICML 2023
A Parameter-Free Conditional Gradient Method for Composite Minimization under Hölder Condition JMLR 2023
Chordal Averaging on Flag Manifolds and Its Applications ICCV 2023
Toward Large Kernel Models ICML 2023
Iterative Superquadric Recomposition of 3D Objects from Multiple Views ICCV 2023
Constrained Causal Bayesian Optimization ICML 2023
Solving Linear Programs with Fast Online Learning Algorithms ICML 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023