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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)

NeoNav: Improving the Generalization of Visual Navigation via Generating Next Expected Observations AAAI 2020 Nesterov's Acceleration for Approximate Newton JMLR 2020 Network as Regularization for Training Deep Neural Networks: Framework, Model and Performance AAAI 2020 Network size and size of the weights in memorization with two-layers neural networks NeurIPS 2020 Neural Anisotropy Directions NeurIPS 2020 Neural Approximate Dynamic Programming for On-Demand Ride-Pooling AAAI 2020 Neural Architecture Generator Optimization NeurIPS 2020 Neural Architecture Search for Keyword Spotting Interspeech 2020 Neural Architecture Search in A Proxy Validation Loss Landscape ICML 2020 Neural Architecture Search on Acoustic Scene Classification Interspeech 2020 Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020 Neural Arithmetic Units ICLR 2020 Neural Bridge Sampling for Evaluating Safety-Critical Autonomous Systems NeurIPS 2020 Neural Complexity Measures NeurIPS 2020 Neural Contextual Bandits with UCB-based Exploration ICML 2020 Neural Datalog Through Time: Informed Temporal Modeling via Logical Specification ICML 2020 Neural Dialogue State Tracking with Temporally Expressive Networks EMNLP 2020 Neural Discriminant Analysis for Deep Speaker Embedding Interspeech 2020 Neural Epitome Search for Architecture-Agnostic Network Compression ICLR 2020 Neural Execution Engines: Learning to Execute Subroutines NeurIPS 2020 Neural Generation of Dialogue Response Timings ACL 2020 Neural Graph Embedding for Neural Architecture Search AAAI 2020 Neural Homomorphic Vocoder Interspeech 2020 Neural Inheritance Relation Guided One-Shot Layer Assignment Search AAAI 2020 Neural Kernels Without Tangents ICML 2020