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

SymILO: A Symmetry-Aware Learning Framework for Integer Linear Optimization NeurIPS 2024 Symmetric Basis Convolutions for Learning Lagrangian Fluid Mechanics ICLR 2024 Symmetric Dot-Product Attention for Efficient Training of BERT Language Models ACL 2024 Symmetric Matrix Completion with ReLU Sampling ICML 2024 Symmetric Mean-field Langevin Dynamics for Distributional Minimax Problems ICLR 2024 Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning AAAI 2024 Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization ICML 2024 Symmetric Self-Paced Learning for Domain Generalization AAAI 2024 Symmetric Single Index Learning ICLR 2024 Symmetries in Overparametrized Neural Networks: A Mean Field View NeurIPS 2024 Symmetry Discovery Beyond Affine Transformations NeurIPS 2024 Symmetry Induces Structure and Constraint of Learning ICML 2024 Symmetry-Informed Governing Equation Discovery NeurIPS 2024 Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024 Synaptic Weight Distributions Depend on the Geometry of Plasticity ICLR 2024 Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024 Synergistic Patch Pruning for Vision Transformer: Unifying Intra- & Inter-Layer Patch Importance ICLR 2024 SynSP: Synergy of Smoothness and Precision in Pose Sequences Refinement CVPR 2024 SynthEval: Hybrid Behavioral Testing of NLP Models with Synthetic CheckLists EMNLP 2024 Systematic Evaluation of Long-Context LLMs on Financial Concepts EMNLP 2024 System-level safety guard: Safe tracking control through uncertain neural network dynamics models L4DC 2024 SYSTRAN @ WMT24 Non-Repetitive Translation Task EMNLP 2024 T2S-GPT: Dynamic Vector Quantization for Autoregressive Sign Language Production from Text ACL 2024 T2V-Turbo: Breaking the Quality Bottleneck of Video Consistency Model with Mixed Reward Feedback NeurIPS 2024 TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules ICML 2024