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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)

Dual Skipping Networks CVPR 2018 Dyadic collaborative Manipulation through Hybrid Trajectory Optimization CoRL 2018 Dynamical Isometry and a Mean Field Theory of CNNs: How to Train 10,000-Layer Vanilla Convolutional Neural Networks ICML 2018 Dynamical Isometry and a Mean Field Theory of RNNs: Gating Enables Signal Propagation in Recurrent Neural Networks ICML 2018 Dynamic Bayesian Logistic Matrix Factorization for Recommendation with Implicit Feedback IJCAI 2018 Dynamic Dependency Awareness for QBF IJCAI 2018 Dynamic Network Embedding : An Extended Approach for Skip-gram based Network Embedding IJCAI 2018 Dynamic Oracles for Top-Down and In-Order Shift-Reduce Constituent Parsing EMNLP 2018 Dynamic Regret of Strongly Adaptive Methods ICML 2018 Dynamic Resource Routing using Real-Time Dynamic Programming IJCAI 2018 Dynamic Scene Deblurring Using Spatially Variant Recurrent Neural Networks CVPR 2018 Dynamic Sentence Sampling for Efficient Training of Neural Machine Translation ACL 2018 Early Stopping for Nonparametric Testing NeurIPS 2018 Edition 1.1 of the PARSEME Shared Task on Automatic Identification of Verbal Multiword Expressions COLING 2018 Edit Probability for Scene Text Recognition CVPR 2018 Effect-Abstraction Based Relaxation for Linear Numeric Planning IJCAI 2018 Effective Acoustic Cue Learning Is Not Just Statistical, It Is Discriminative Interspeech 2018 Effective Attention Modeling for Aspect-Level Sentiment Classification COLING 2018 Effectiveness of Dynamic Features in INCA and Temporal Context-INCA Interspeech 2018 Efficient Adaptive Online Learning via Frequent Directions IJCAI 2018 Efficient Algorithms for Outlier-Robust Regression COLT 2018 Efficient and Consistent Adversarial Bipartite Matching ICML 2018 Efficient and principled score estimation with Nyström kernel exponential families AISTATS 2018 Efficient Bayesian Inference of Sigmoidal Gaussian Cox Processes JMLR 2018 Efficient Bayesian Methods for Counting Processes in Partially Observable Environments AISTATS 2018