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
1
2
6
6
5
16
67
72
80
102
133
171
219
398
425
440
487
649
812
1,162
1,353
1,487
1,474
1,600
1,870
1,441
372
2000
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Papers (including subtopics)
OTTAWA: Optimal TransporT Adaptive Word Aligner for Hallucination and Omission Translation Errors Detection
ACL 2024
Outlier-Robust Distributionally Robust Optimization via Unbalanced Optimal Transport
NeurIPS 2024
Outlier-robust Kalman Filtering through Generalised Bayes
ICML 2024
Overcoming Brittleness in Pareto-Optimal Learning Augmented Algorithms
NeurIPS 2024
Overfitting Behaviour of Gaussian Kernel Ridgeless Regression: Varying Bandwidth or Dimensionality
NeurIPS 2024
P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NeurIPS 2024
PA2D-MORL: Pareto Ascent Directional Decomposition Based Multi-Objective Reinforcement Learning
AAAI 2024
PACE: Pacing Operator Learning to Accurate Optical Field Simulation for Complicated Photonic Devices
NeurIPS 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs
NeurIPS 2024
Pandora’s Problem with Deadlines
AAAI 2024
PAPAL: A Provable PArticle-based Primal-Dual ALgorithm for Mixed Nash Equilibrium
JMLR 2024
ParaILP: A Parallel Local Search Framework for Integer Linear Programming with Cooperative Evolution Mechanism
IJCAI 2024
Parallel Affine Transformation Tuning of Markov Chain Monte Carlo
ICML 2024
Parallel and Proximal Linear-Quadratic Methods for Real-Time Constrained Model-Predictive Control
RSS 2024
Parallel Beam Search Algorithms for Domain-Independent Dynamic Programming
AAAI 2024
Parallel Empirical Evaluations: Resilience despite Concurrency
AAAI 2024
Parameter-Agnostic Optimization under Relaxed Smoothness
AISTATS 2024
Parameter-Dependent Competitive Analysis for Online Capacitated Coverage Maximization through Boostings and Attenuations
ICML 2024
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model
CVPR 2024
Parameter Estimation in DAGs from Incomplete Data via Optimal Transport
ICML 2024
Parameter-free Clipped Gradient Descent Meets Polyak
NeurIPS 2024
Parameterization of (Partial) Maximum Satisfiability above Matching in a Variable-Clause Graph
AAAI 2024
Parameterized Analysis of Bribery in Challenge the Champ Tournaments
IJCAI 2024
Parameterized Approximation Algorithms for Sum of Radii Clustering and Variants
AAAI 2024
Parameterized Approximation Schemes for Fair-Range Clustering
NeurIPS 2024