conftrace_

Optimization

14,850 papers (55 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Continuous Optimization (4,424) Stochastic Methods (2,991) Combinatorial Optimization (2,615) Online Algorithms (2,404) Optimization (1,521) Game Theory (1,046) Convex Optimization (864) Discrete Optimization (721) Optimal Transport (474) Sparse Optimization (416) Optimal Control (271) Global Optimization (200) Non-Convex Optimization (182) Distributed Learning (164) Approximation Algorithms (162) Multi-Objective Optimization (151) Distributed Optimization (136) Bayesian Optimization (132) Theory (109) Compressed Sensing (102) Algorithms (89) Robust Optimization (86) Submodular Optimization (77) Kernel Methods (75) Evolutionary Algorithm (72) Linear Programming (54) Tensor Decomposition (48) Bilevel Optimization (42) Integer Programming (38) Matrix Completion (33) Algorithm (21) Regularization (11)

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Papers (including subtopics)

Nested Bandits ICML 2022 Nesterov Accelerated Shuffling Gradient Method for Convex Optimization ICML 2022 Network change point localisation under local differential privacy NeurIPS 2022 Neur2SP: Neural Two-Stage Stochastic Programming NeurIPS 2022 Neural Estimation of Submodular Functions with Applications to Differentiable Subset Selection NeurIPS 2022 Neural Lyapunov Control of Unknown Nonlinear Systems with Stability Guarantees NeurIPS 2022 Neural Markov Controlled SDE: Stochastic Optimization for Continuous-Time Data ICLR 2022 Neural Payoff Machines: Predicting Fair and Stable Payoff Allocations Among Team Members NeurIPS 2022 Neural Piecewise-Constant Delay Differential Equations AAAI 2022 Neural Set Function Extensions: Learning with Discrete Functions in High Dimensions NeurIPS 2022 Neural Stochastic Dual Dynamic Programming ICLR 2022 NeuroSchedule: A Novel Effective GNN-based Scheduling Method for High-level Synthesis NeurIPS 2022 New Coresets for Projective Clustering and Applications AISTATS 2022 New Insights for the Multivariate Square-Root Lasso JMLR 2022 New Projection-free Algorithms for Online Convex Optimization with Adaptive Regret Guarantees COLT 2022 Noise Robust Core-stable Coalitions of Hedonic Games ACML 2022 Noisy L0-sparse subspace clustering on dimensionality reduced data UAI 2022 Noisy Riemannian Gradient Descent for Eigenvalue Computation with Application to Inexact Stochastic Recursive Gradient Algorithm ACML 2022 Non-asymptotic and Accurate Learning of Nonlinear Dynamical Systems JMLR 2022 Non-Convex Bilevel Games with Critical Point Selection Maps NeurIPS 2022 Nonconvex Matrix Completion with Linearly Parameterized Factors JMLR 2022 Non-convex online learning via algorithmic equivalence NeurIPS 2022 Non-Convex Optimization with Certificates and Fast Rates Through Kernel Sums of Squares COLT 2022 Non-Iterative Recovery From Nonlinear Observations Using Generative Models CVPR 2022 Non-monotonic Resource Utilization in the Bandits with Knapsacks Problem NeurIPS 2022