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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
352
828
3,646
5,854
2000
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Papers (including subtopics)

Covariate Adjusted Precision Matrix Estimation via Nonconvex Optimization ICML 2018 Co-whitening of I-vectors for Short and Long Duration Speaker Verification Interspeech 2018 cpSGD: Communication-efficient and differentially-private distributed SGD NeurIPS 2018 Creating Capsule Wardrobes From Fashion Images CVPR 2018 Creating Foldable Polyhedral Nets Using Evolution Control RSS 2018 CRIM's System for the MGB-3 English Multi-Genre Broadcast Media Transcription Interspeech 2018 Critical initialisation for deep signal propagation in noisy rectifier neural networks NeurIPS 2018 Critical Percolation as a Framework to Analyze the Training of Deep Networks ICLR 2018 Critical Points of Linear Neural Networks: Analytical Forms and Landscape Properties ICLR 2018 CRVI: Convex Relaxation for Variational Inference ICML 2018 Cuckoo Feature Hashing: Dynamic Weight Sharing for Sparse Analytics IJCAI 2018 Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018 Curve Reconstruction via the Global Statistics of Natural Curves CVPR 2018 Cut-Pursuit Algorithm for Regularizing Nonsmooth Functionals with Graph Total Variation ICML 2018 Cutting plane methods can be extended into nonconvex optimization COLT 2018 Cut to the Chase: A Context Zoom-in Network for Reading Comprehension EMNLP 2018 DAGs with NO TEARS: Continuous Optimization for Structure Learning NeurIPS 2018 DA-IICT/IIITV System for Low Resource Speech Recognition Challenge 2018 Interspeech 2018 Data Amplification: A Unified and Competitive Approach to Property Estimation NeurIPS 2018 Data center cooling using model-predictive control NeurIPS 2018 Data-dependent PAC-Bayes priors via differential privacy NeurIPS 2018 Data-Dependent Stability of Stochastic Gradient Descent ICML 2018 Data-Driven Clustering via Parameterized Lloyd's Families NeurIPS 2018 Data-driven Onboard Scheduling for an Autonomous Observation Satellite IJCAI 2018 Dating Documents using Graph Convolution Networks ACL 2018