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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
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828
3,646
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2000
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Papers (including subtopics)

Semiparametric Contextual Bandits ICML 2018 Semi-Supervised Optimal Margin Distribution Machines IJCAI 2018 Semi-tied Units for Efficient Gating in LSTM and Highway Networks Interspeech 2018 SemRegex: A Semantics-Based Approach for Generating Regular Expressions from Natural Language Specifications EMNLP 2018 Sensitivity and Generalization in Neural Networks: an Empirical Study ICLR 2018 Sensitivity to Input Order: Evaluation of an Incremental and Memory-Limited Bayesian Cross-Situational Word Learning Model COLING 2018 Sentiment analysis under temporal shift EMNLP 2018 Sequence Selection by Pareto Optimization IJCAI 2018 Sequential prediction with coded side information under logarithmic loss ALT 2018 Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling NeurIPS 2018 SGAN: An Alternative Training of Generative Adversarial Networks CVPR 2018 SGD and Hogwild! Convergence Without the Bounded Gradients Assumption ICML 2018 SGD Learns Over-parameterized Networks that Provably Generalize on Linearly Separable Data ICLR 2018 SGDLibrary: A MATLAB library for stochastic optimization algorithms JMLR 2018 Sharp Bounds for Generalized Uniformity Testing NeurIPS 2018 Short-term Sparse Portfolio Optimization Based on Alternating Direction Method of Multipliers JMLR 2018 ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices CVPR 2018 signSGD: Compressed Optimisation for Non-Convex Problems ICML 2018 Sigsoftmax: Reanalysis of the Softmax Bottleneck NeurIPS 2018 Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists CoNLL 2018 Simple, Distributed, and Accelerated Probabilistic Programming NeurIPS 2018 Simple Propagation with Arc-Reversal in Bayesian Networks PGM 2018 SimpleQuestions Nearly Solved: A New Upperbound and Baseline Approach EMNLP 2018 Simple Recurrent Units for Highly Parallelizable Recurrence EMNLP 2018 Single-Channel Dereverberation Using Direct MMSE Optimization and Bidirectional LSTM Networks Interspeech 2018