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)

Structured Robust Submodular Maximization: Offline and Online Algorithms AISTATS 2019 Style Transfer by Relaxed Optimal Transport and Self-Similarity CVPR 2019 Sublinear quantum algorithms for training linear and kernel-based classifiers ICML 2019 Sublinear Space Private Algorithms Under the Sliding Window Model ICML 2019 Sublinear Time Numerical Linear Algebra for Structured Matrices AAAI 2019 Submodular Batch Selection for Training Deep Neural Networks IJCAI 2019 Submodular Cost Submodular Cover with an Approximate Oracle ICML 2019 Submodular Function Minimization with Noisy Evaluation Oracle NeurIPS 2019 Submodular Maximization beyond Non-negativity: Guarantees, Fast Algorithms, and Applications ICML 2019 Submodular Observation Selection and Information Gathering for Quadratic Models ICML 2019 Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation NAACL 2019 Submodular Optimization over Streams with Inhomogeneous Decays AAAI 2019 Submodular Streaming in All Its Glory: Tight Approximation, Minimum Memory and Low Adaptive Complexity ICML 2019 Subquadratic High-Dimensional Hierarchical Clustering NeurIPS 2019 Subspace Detours: Building Transport Plans that are Optimal on Subspace Projections NeurIPS 2019 Subspace Selection via DR-Submodular Maximization on Lattices AAAI 2019 Sum-of-squares meets square loss: Fast rates for agnostic tensor completion COLT 2019 Superset Technique for Approximate Recovery in One-Bit Compressed Sensing NeurIPS 2019 Support Localization and the Fisher Metric for off-the-grid Sparse Regularization AISTATS 2019 Surrogate Losses for Online Learning of Stepsizes in Stochastic Non-Convex Optimization ICML 2019 Switching Linear Dynamics for Variational Bayes Filtering ICML 2019 Synthesizing Datalog Programs using Numerical Relaxation IJCAI 2019 SySCD: A System-Aware Parallel Coordinate Descent Algorithm NeurIPS 2019 Systematic Conservation Planning for Sustainable Land-use Policies: A Constrained Partitioning Approach to Reserve Selection and Design. IJCAI 2019 Target Language-Aware Constrained Inference for Cross-lingual Dependency Parsing EMNLP 2019