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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)

Papers per year

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16
133
440
1,353
1,441
2000
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Papers (including subtopics)

Burstable Cloud Block Storage with Data Processing Units OSDI 2024 Byzantine Robustness and Partial Participation Can Be Achieved at Once: Just Clip Gradient Differences NeurIPS 2024 Can a Few Decide for Many? The Metric Distortion of Sortition ICML 2024 Can Gaussian Sketching Converge Faster on a Preconditioned Landscape? ICML 2024 Can Probabilistic Feedback Drive User Impacts in Online Platforms? AISTATS 2024 CASSINI: Network-Aware Job Scheduling in Machine Learning Clusters NSDI 2024 Catapults in SGD: spikes in the training loss and their impact on generalization through feature learning ICML 2024 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Causal Bandits: The Pareto Optimal Frontier of Adaptivity, a Reduction to Linear Bandits, and Limitations around Unknown Marginals ICML 2024 Causal Inference from Competing Treatments ICML 2024 Causality-enhanced Discreted Physics-informed Neural Networks for Predicting Evolutionary Equations IJCAI 2024 CEGAR-Based Approach for Solving Combinatorial Optimization Modulo Quantified Linear Arithmetics Problems AAAI 2024 Centralized Selection with Preferences in the Presence of Biases ICML 2024 Chain Association-based Attacking and Shielding Natural Language Processing Systems ACML 2024 Challenges of Generating Structurally Diverse Graphs NeurIPS 2024 Chasing Convex Functions with Long-term Constraints ICML 2024 Check-In Desk Scheduling Optimisation at CDG International Airport AAAI 2024 Classification Under Strategic Self-Selection ICML 2024 CLOAF: CoLlisiOn-Aware Human Flow CVPR 2024 Closing the Computational-Query Depth Gap in Parallel Stochastic Convex Optimization COLT 2024 Cloudcast: High-Throughput, Cost-Aware Overlay Multicast in the Cloud NSDI 2024 Clustering with Non-adaptive Subset Queries NeurIPS 2024 Coalition Formation for Task Allocation Using Multiple Distance Metrics (Student Abstract) AAAI 2024 CoDeF: Content Deformation Fields for Temporally Consistent Video Processing CVPR 2024 Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret AAAI 2024