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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

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52
352
828
3,646
5,854
2000
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Papers (including subtopics)

Task-Free Continual Learning via Online Discrepancy Distance Learning NeurIPS 2022 Task Relatedness-Based Generalization Bounds for Meta Learning ICLR 2022 Taylor, Can You Hear Me Now? A Taylor-Unfolding Framework for Monaural Speech Enhancement IJCAI 2022 Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs IJCAI 2022 TCT: Convexifying Federated Learning using Bootstrapped Neural Tangent Kernels NeurIPS 2022 Template based Graph Neural Network with Optimal Transport Distances NeurIPS 2022 Temporal Effective Batch Normalization in Spiking Neural Networks NeurIPS 2022 Temporal Efficient Training of Spiking Neural Network via Gradient Re-weighting ICLR 2022 Temporal Feature Alignment and Mutual Information Maximization for Video-Based Human Pose Estimation CVPR 2022 Tencent’s Multilingual Machine Translation System for WMT22 Large-Scale African Languages EMNLP 2022 TensorPlan and the Few Actions Lower Bound for Planning in MDPs under Linear Realizability of Optimal Value Functions ALT 2022 Tensor Program Optimization with Probabilistic Programs NeurIPS 2022 Tessellation-Filtering ReLU Neural Networks IJCAI 2022 Testing Granger Non-Causality in Panels with Cross-Sectional Dependencies AISTATS 2022 Testing Whether a Learning Procedure is Calibrated JMLR 2022 Test Time Adaptation via Conjugate Pseudo-labels NeurIPS 2022 Text Characterization Toolkit (TCT) AACL 2022 Text Editing as Imitation Game EMNLP 2022 TextHacker: Learning based Hybrid Local Search Algorithm for Text Hard-label Adversarial Attack EMNLP 2022 Texture-Based Error Analysis for Image Super-Resolution CVPR 2022 The AIM and EM Algorithms for Learning from Coarse Data JMLR 2022 The AISP-SJTU Simultaneous Translation System for IWSLT 2022 ACL 2022 The alignment property of SGD noise and how it helps select flat minima: A stability analysis NeurIPS 2022 The Architectural Bottleneck Principle EMNLP 2022 The CLRS Algorithmic Reasoning Benchmark ICML 2022