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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
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Papers (including subtopics)

Structure of universal formulas NeurIPS 2023 Stubborn Lexical Bias in Data and Models ACL 2023 Studying the Effect of GNN Spatial Convolutions On The Embedding Space’s Geometry UAI 2023 StyleGAN Salon: Multi-View Latent Optimization for Pose-Invariant Hairstyle Transfer CVPR 2023 SubMix: Learning to Mix Graph Sampling Heuristics UAI 2023 Submodular Order Functions and Assortment Optimization ICML 2023 Sub-optimality of the Naive Mean Field approximation for proportional high-dimensional Linear Regression NeurIPS 2023 Subquadratic Algorithms for Kernel Matrices via Kernel Density Estimation ICLR 2023 Subsample Ridge Ensembles: Equivalences and Generalized Cross-Validation ICML 2023 SubseasonalClimateUSA: A Dataset for Subseasonal Forecasting and Benchmarking NeurIPS 2023 Subspace Chronicles: How Linguistic Information Emerges, Shifts and Interacts during Language Model Training EMNLP 2023 Subword Segmental Machine Translation: Unifying Segmentation and Target Sentence Generation ACL 2023 Sufficient identification conditions and semiparametric estimation under missing not at random mechanisms UAI 2023 SugarCrepe: Fixing Hackable Benchmarks for Vision-Language Compositionality NeurIPS 2023 Superlim: A Swedish Language Understanding Evaluation Benchmark EMNLP 2023 Super-Resolution Neural Operator CVPR 2023 Supervision Complexity and its Role in Knowledge Distillation ICLR 2023 Supporting Sustainable Agroecological Initiatives for Small Farmers through Constraint Programming IJCAI 2023 SurCo: Learning Linear SURrogates for COmbinatorial Nonlinear Optimization Problems ICML 2023 Surface Extraction from Neural Unsigned Distance Fields ICCV 2023 Surface Normal Estimation From Optimized and Distributed Light Sources Using DNN-Based Photometric Stereo WACV 2023 Surface Snapping Optimization Layer for Single Image Object Shape Reconstruction ICML 2023 Surrogate Module Learning: Reduce the Gradient Error Accumulation in Training Spiking Neural Networks ICML 2023 Survival Instinct in Offline Reinforcement Learning NeurIPS 2023 Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning EMNLP 2023