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Optimization

14,983 papers

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Papers

MonoFlow: Rethinking Divergence GANs via the Perspective of Wasserstein Gradient Flows ICML 2023
Adaptive Estimation of Graphical Models under Total Positivity ICML 2023
Analyzing Convergence in Quantum Neural Networks: Deviations from Neural Tangent Kernels ICML 2023
On the Global Convergence of Risk-Averse Policy Gradient Methods with Expected Conditional Risk Measures ICML 2023
Coordinate Descent Methods for Fractional Minimization ICML 2023
Traversing Between Modes in Function Space for Fast Ensembling ICML 2023
KDEformer: Accelerating Transformers via Kernel Density Estimation ICML 2023
Sequential Counterfactual Risk Minimization ICML 2023
Rethink DARTS Search Space and Renovate a New Benchmark ICML 2023
Team Belief DAG: Generalizing the Sequence Form to Team Games for Fast Computation of Correlated Team Max-Min Equilibria via Regret Minimization ICML 2023
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction ICML 2023
Optimal Horizon-Free Reward-Free Exploration for Linear Mixture MDPs ICML 2023
Addressing Budget Allocation and Revenue Allocation in Data Market Environments Using an Adaptive Sampling Algorithm ICML 2023
Transformed Distribution Matching for Missing Value Imputation ICML 2023
Local Optimization Achieves Global Optimality in Multi-Agent Reinforcement Learning ICML 2023
Improved Techniques for Maximum Likelihood Estimation for Diffusion ODEs ICML 2023
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration ICML 2023
Phase-aware Adversarial Defense for Improving Adversarial Robustness ICML 2023
A Three-regime Model of Network Pruning ICML 2023
Decentralized SGD and Average-direction SAM are Asymptotically Equivalent ICML 2023
Label Distributionally Robust Losses for Multi-class Classification: Consistency, Robustness and Adaptivity ICML 2023
Likelihood Adjusted Semidefinite Programs for Clustering Heterogeneous Data ICML 2023
Are Random Decompositions all we need in High Dimensional Bayesian Optimisation? ICML 2023
spred: Solving L1 Penalty with SGD ICML 2023
Anticipatory Fictitious Play IJCAI 2023