Skip to content
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)

Papers per year

1
16
133
440
1,353
1,441
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Fixing the Loose Brake: Exponential-Tailed Stopping Time in Best Arm Identification ICML 2025 FlashBack: Consistency Model-Accelerated Shared Autonomy CoRL 2025 FlashGS: Efficient 3D Gaussian Splatting for Large-scale and High-resolution Rendering CVPR 2025 Flow matching for stochastic linear control systems L4DC 2025 Forecasting Competitions with Correlated Events AAAI 2025 Formally Verified Approximate Policy Iteration AAAI 2025 Formal Synthesis of Barrier Certificates Using Fourier Kolmogorov-Arnold Network AAAI 2025 Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates IJCAI 2025 Formation Shape Control using the Gromov-Wasserstein Metric L4DC 2025 Fourier Sliced-Wasserstein Embedding for Multisets and Measures ICLR 2025 Free-running vs Synchronous: Single-Photon Lidar for High-flux 3D Imaging ICCV 2025 From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation NSDI 2025 From Gradient Clipping to Normalization for Heavy Tailed SGD AISTATS 2025 From Learning to Optimize to Learning Optimization Algorithms AISTATS 2025 From Understanding Genetic Drift to a Smart-Restart Mechanism for Estimation-of-Distribution Algorithms (Journal Track) AAAI 2025 From Your Block to Our Block: How to Find Shared Structure Between Stochastic Block Models over Multiple Graphs AAAI 2025 Full Swap Regret and Discretized Calibration ALT 2025 Fully Dynamic Adversarially Robust Correlation Clustering in Polylogarithmic Update Time AISTATS 2025 Fully Dynamic Euclidean Bi-Chromatic Matching in Sublinear Update Time ICML 2025 Fully-Scalable Massively Parallel Algorithm for k-center with Outliers AAAI 2025 Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks ICLR 2025 Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton ICML 2025 Fusing Reward and Dueling Feedback in Stochastic Bandits ICML 2025 FW-Merging: Scaling Model Merging with Frank-Wolfe Optimization ICCV 2025 Gap-Dependent Bounds for Federated Q-Learning ICML 2025