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)

Optimal and Adaptive Monteiro-Svaiter Acceleration NeurIPS 2022 Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits ICML 2022 Optimal and instance-dependent guarantees for Markovian linear stochastic approximation COLT 2022 Optimal Anonymous Independent Reward Scheme Design IJCAI 2022 Optimal Comparator Adaptive Online Learning with Switching Cost NeurIPS 2022 Optimal Compression of Locally Differentially Private Mechanisms AISTATS 2022 Optimal Dynamic Regret in LQR Control NeurIPS 2022 Optimal Dynamic Regret in Proper Online Learning with Strongly Convex Losses and Beyond AISTATS 2022 Optimal Efficiency-Envy Trade-Off via Optimal Transport NeurIPS 2022 Optimal estimation of Gaussian DAG models AISTATS 2022 Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity NeurIPS 2022 Optimality and Stability in Non-Convex Smooth Games JMLR 2022 (Optimal) Online Bipartite Matching with Degree Information NeurIPS 2022 Optimal Partial Transport Based Sentence Selection for Long-form Document Matching COLING 2022 Optimal Query Complexities for Dynamic Trace Estimation NeurIPS 2022 Optimal Sampling Gaps for Adaptive Submodular Maximization AAAI 2022 Optimal Scaling for Locally Balanced Proposals in Discrete Spaces NeurIPS 2022 Optimal Tensor Transport AAAI 2022 Optimal Transport-based Identity Matching for Identity-invariant Facial Expression Recognition NeurIPS 2022 Optimal Transport for Long-Tailed Recognition with Learnable Cost Matrix ICLR 2022 Optimal transport with f-divergence regularization and generalized Sinkhorn algorithm AISTATS 2022 Optimistic Mirror Descent Either Converges to Nash or to Strong Coarse Correlated Equilibria in Bimatrix Games NeurIPS 2022 Optimistic Tree Searches for Combinatorial Black-Box Optimization NeurIPS 2022 Optimization-Derived Learning with Essential Convergence Analysis of Training and Hyper-training ICML 2022 Optimization for Classical Machine Learning Problems on the GPU AAAI 2022