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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)

DualDICE: Behavior-Agnostic Estimation of Discounted Stationary Distribution Corrections NeurIPS 2019 Dual Monolingual Cross-Entropy Delta Filtering of Noisy Parallel Data ACL 2019 Dueling Bandits with Qualitative Feedback AAAI 2019 Dying Experts: Efficient Algorithms with Optimal Regret Bounds NeurIPS 2019 Dynamical Isometry is Achieved in Residual Networks in a Universal Way for any Activation Function AISTATS 2019 Dynamically Composing Domain-Data Selection with Clean-Data Selection by “Co-Curricular Learning” for Neural Machine Translation ACL 2019 Dynamic Anchor Feature Selection for Single-Shot Object Detection ICCV 2019 Dynamic Ensemble Modeling Approach to Nonstationary Neural Decoding in Brain-Computer Interfaces NeurIPS 2019 Dynamic Experience Replay CoRL 2019 Dynamic Learning of Sequential Choice Bandit Problem under Marketing Fatigue AAAI 2019 Dynamic Local Regret for Non-convex Online Forecasting NeurIPS 2019 Dynamic MRI Reconstruction with Motion-Guided Network MIDL 2019 Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis Tasks ICCV 2019 Dynamic Pricing with Finitely Many Unknown Valuations ALT 2019 Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections CVPR 2019 Dynamics of stochastic gradient descent for two-layer neural networks in the teacher-student setup NeurIPS 2019 Dynamic Sparse Graph for Efficient Deep Learning ICLR 2019 Dynamic Trip-Vehicle Dispatch with Scheduled and On-Demand Requests UAI 2019 EA-CG: An Approximate Second-Order Method for Training Fully-Connected Neural Networks AAAI 2019 Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping MLHC 2019 Early-Stopping of Scattering Pattern Observation with Bayesian Modeling AAAI 2019 EASSE: Easier Automatic Sentence Simplification Evaluation EMNLP 2019 Easy First Relation Extraction with Information Redundancy EMNLP 2019 EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE ICML 2019 Effective Dimensionality Reduction for Word Embeddings ACL 2019