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

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

'5

'10

'15

'20

'25

Papers (including subtopics)

Faster Convergence with MultiWay Preferences AISTATS 2024 Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning NeurIPS 2024 Faster Maximum Inner Product Search in High Dimensions ICML 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Faster Sampling from Log-Concave Densities over Polytopes via Efficient Linear Solvers ICLR 2024 Faster Sampling via Stochastic Gradient Proximal Sampler ICML 2024 Faster Sampling without Isoperimetry via Diffusion-based Monte Carlo COLT 2024 Faster Spectral Density Estimation and Sparsification in the Nuclear Norm (Extended Abstract) COLT 2024 Faster Stochastic Variance Reduction Methods for Compositional MiniMax Optimization AAAI 2024 Fast & Fair: A Collaborative Platform for Fair Division Applications AAAI 2024 Fast Fourier Bayesian Quadrature AISTATS 2024 Fast Iterative Hard Thresholding Methods with Pruning Gradient Computations NeurIPS 2024 Fast Last-Iterate Convergence of Learning in Games Requires Forgetful Algorithms NeurIPS 2024 FastMAC: Stochastic Spectral Sampling of Correspondence Graph CVPR 2024 Fast Minimization of Expected Logarithmic Loss via Stochastic Dual Averaging AISTATS 2024 Fast ODE-based Sampling for Diffusion Models in Around 5 Steps CVPR 2024 Fast parallel sampling under isoperimetry COLT 2024 Fast Policy Extragradient Methods for Competitive Games with Entropy Regularization JMLR 2024 Fast Proxy Experiment Design for Causal Effect Identification NeurIPS 2024 Fast Rates for Bandit PAC Multiclass Classification NeurIPS 2024 Fast sampling from constrained spaces using the Metropolis-adjusted Mirror Langevin algorithm COLT 2024 Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching ICML 2024 FastSurvival: Hidden Computational Blessings in Training Cox Proportional Hazards Models NeurIPS 2024 Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NeurIPS 2024