conftrace_

Optimization & Theory

43,292 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Optimization (17,731) Learning Theory (6,809) Bayesian Inference (6,267) Theory (5,579) Statistical Learning (4,564) Neural Network Optimization (4,155) Stochastic Processes (2,948) Stochastic Methods (1,283) Loss Functions (1,220) Distributed Learning (1,202) Online Algorithms (1,013) Statistics (822) Generalization (376) Information Theory (370) Sample Complexity (282) Sparse Optimization (241) Game Theory (151) Convex Optimization (132) Optimal Transport (104) Robust Optimization (84) Distributed Optimization (73) Approximation Algorithms (33)

Papers per year

1

14

29

44

31

52

189

195

212

235

352

382

457

787

816

828

1,066

1,391

1,913

3,012

3,646

4,303

4,450

5,357

6,155

5,854

1,521

2000

'5

'10

'15

'20

'25

Papers (including subtopics)

Fast Diffusion EM: A Diffusion Model for Blind Inverse Problems With Application to Deconvolution WACV 2024 Fast Dynamic Sampling for Determinantal Point Processes AISTATS 2024 Fast Equilibrium of SGD in Generic Situations ICLR 2024 Faster Accelerated First-order Methods for Convex Optimization with Strongly Convex Function Constraints NeurIPS 2024 Faster Adaptive Decentralized Learning Algorithms ICML 2024 Faster Algorithms for User-Level Private Stochastic Convex Optimization NeurIPS 2024 Faster Approximation of Probabilistic and Distributional Values via Least Squares ICLR 2024 Faster Convergence with MultiWay Preferences AISTATS 2024 Faster Differentially Private Top-k Selection: A Joint Exponential Mechanism with Pruning NeurIPS 2024 Faster Diffusion: Rethinking the Role of the Encoder for Diffusion Model Inference NeurIPS 2024 Faster Local Solvers for Graph Diffusion Equations NeurIPS 2024 Faster Maximum Inner Product Search in High Dimensions ICML 2024 Faster Neighborhood Attention: Reducing the O(n^2) Cost of Self Attention at the Threadblock Level NeurIPS 2024 Faster Optimal Coalition Structure Generation via Offline Coalition Selection and Graph-Based Search IJCAI 2024 Faster Randomized Methods for Orthogonality Constrained Problems JMLR 2024 Faster Rates of Differentially Private Stochastic Convex Optimization JMLR 2024 Faster Recalibration of an Online Predictor via Approachability AISTATS 2024 Faster Repeated Evasion Attacks in Tree Ensembles NeurIPS 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 Stochastic Variance Reduction Methods for Compositional MiniMax Optimization AAAI 2024 Fast Forwarding Low-Rank Training EMNLP 2024 Fast Fourier Bayesian Quadrature AISTATS 2024 Fast Graph Sharpness-Aware Minimization for Enhancing and Accelerating Few-Shot Node Classification NeurIPS 2024