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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)

Exact Optimal Accelerated Complexity for Fixed-Point Iterations ICML 2022 Exact Paired-Permutation Testing for Structured Test Statistics NAACL 2022 Exact Partitioning of High-order Models with a Novel Convex Tensor Cone Relaxation JMLR 2022 Exact simulation of diffusion first exit times: algorithm acceleration JMLR 2022 Expected Regret and Pseudo-Regret are Equivalent When the Optimal Arm is Unique JMLR 2022 Experimental Design for Linear Functionals in Reproducing Kernel Hilbert Spaces NeurIPS 2022 Explainable Shapley-Based Allocation (Student Abstract) AAAI 2022 Explaining Soft-Goal Conflicts through Constraint Relaxations IJCAI 2022 Explain My Surprise: Learning Efficient Long-Term Memory by predicting uncertain outcomes NeurIPS 2022 Explicit Convergence Rates of Greedy and Random Quasi-Newton Methods JMLR 2022 Exploitability Minimization in Games and Beyond NeurIPS 2022 Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022 Exploring extreme parameter compression for pre-trained language models ICLR 2022 Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability NeurIPS 2022 Exposure Normalization and Compensation for Multiple-Exposure Correction CVPR 2022 Extended Goal Recognition Design with First-Order Computation Tree Logic AAAI 2022 Extensions to the Proximal Distance Method of Constrained Optimization JMLR 2022 Extracting Triangular 3D Models, Materials, and Lighting From Images CVPR 2022 Extragradient Method: O(1/K) Last-Iterate Convergence for Monotone Variational Inequalities and Connections With Cocoercivity AISTATS 2022 Extra-Newton: A First Approach to Noise-Adaptive Accelerated Second-Order Methods NeurIPS 2022 EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring NeurIPS 2022 Factorization Approach for Low-complexity Matrix Completion Problems: Exponential Number of Spurious Solutions and Failure of Gradient Methods AISTATS 2022 Factorizing Content and Budget Decisions in Abstractive Summarization of Long Documents EMNLP 2022 Fair and Efficient Allocations of Chores under Bivalued Preferences AAAI 2022 Fair and Truthful Giveaway Lotteries AAAI 2022