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Optimization

1,207 papers

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Papers

Fast and Interpretable Dynamics for Fisher Markets via Block-Coordinate Updates AAAI 2023
Meta-Sketch: A Neural Data Structure for Estimating Item Frequencies of Data Streams AAAI 2023
End-to-End Learning for Optimization via Constraint-Enforcing Approximators AAAI 2023
Diffusion Models Beat GANs on Topology Optimization AAAI 2023
The Implicit Regularization of Momentum Gradient Descent in Overparametrized Models AAAI 2023
Decentralized Riemannian Algorithm for Nonconvex Minimax Problems AAAI 2023
Transfer Learning Enhanced DeepONet for Long-Time Prediction of Evolution Equations AAAI 2023
Coordinate Descent Methods for DC Minimization: Optimality Conditions and Global Convergence AAAI 2023
Online Platforms and the Fair Exposure Problem under Homophily AAAI 2023
Expressive Optimal Temporal Planning via Optimization Modulo Theory AAAI 2023
Formally Verified Solution Methods for Markov Decision Processes AAAI 2023
A Fast Algorithm for Computing Prefix Probabilities ACL 2023
LaTeX2Solver: a Hierarchical Semantic Parsing of LaTeX Document into Code for an Assistive Optimization Modeling Application ACL 2023
Discovering Many Diverse Solutions with Bayesian Optimization AISTATS 2023
Rethinking Initialization of the Sinkhorn Algorithm AISTATS 2023
Hedging against Complexity: Distributionally Robust Optimization with Parametric Approximation AISTATS 2023
An Online and Unified Algorithm for Projection Matrix Vector Multiplication with Application to Empirical Risk Minimization AISTATS 2023
A Case of Exponential Convergence Rates for SVM AISTATS 2023
qEUBO: A Decision-Theoretic Acquisition Function for Preferential Bayesian Optimization AISTATS 2023
Sparse Bayesian optimization AISTATS 2023
Neural Simulated Annealing AISTATS 2023
A Variance-Reduced and Stabilized Proximal Stochastic Gradient Method with Support Identification Guarantees for Structured Optimization AISTATS 2023
Nonmyopic Multiclass Active Search with Diminishing Returns for Diverse Discovery AISTATS 2023
On the Accelerated Noise-Tolerant Power Method AISTATS 2023
Faster Projection-Free Augmented Lagrangian Methods via Weak Proximal Oracle AISTATS 2023