Skip to content
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
52
352
828
3,646
5,854
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022 Clustering-based Mode Reduction for Markov Jump Systems L4DC 2022 Clustering Examples in Multi-Dataset Benchmarks with Item Response Theory ACL 2022 Cluster Randomized Designs for One-Sided Bipartite Experiments NeurIPS 2022 C-MinHash: Improving Minwise Hashing with Circulant Permutation ICML 2022 CNN Filter DB: An Empirical Investigation of Trained Convolutional Filters CVPR 2022 Coarse-To-Fine Deep Video Coding With Hyperprior-Guided Mode Prediction CVPR 2022 Coherent Point Drift Revisited for Non-Rigid Shape Matching and Registration CVPR 2022 Coherent Probabilistic Aggregate Queries on Long-horizon Forecasts IJCAI 2022 Coin Flipping Neural Networks ICML 2022 ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022 COLD Decoding: Energy-based Constrained Text Generation with Langevin Dynamics NeurIPS 2022 Collaborative Learning by Detecting Collaboration Partners NeurIPS 2022 Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints NeurIPS 2022 Collaborative Linear Bandits with Adversarial Agents: Near-Optimal Regret Bounds NeurIPS 2022 Collocation Methods for Second Order Systems RSS 2022 ColorCode: A Bayesian Approach to Augmentative and Alternative Communication with Two Buttons ACL 2022 Combating Sampling Bias: A Self-Training Method in Credit Risk Models AAAI 2022 Combating the instability of mutual information-based losses via regularization UAI 2022 Combine to Describe: Evaluating Compositional Generalization in Image Captioning ACL 2022 Combining Constraint Solving and Bayesian Techniques for System Optimization IJCAI 2022 Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks NeurIPS 2022 Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction CVPR 2022 ComENet: Towards Complete and Efficient Message Passing for 3D Molecular Graphs NeurIPS 2022 Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution AISTATS 2022