Skip to content
conftrace_

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
'5
'10
'15
'20
'25

Papers (including subtopics)

Exploration in Structured Reinforcement Learning NeurIPS 2018 Exploring the Influence of Spelling Errors on Lexical Variation Measures COLING 2018 Exploring the Relationship between Conic Affinity of NMF Dictionaries and Speech Enhancement Metrics Interspeech 2018 Exponential Convergence of Testing Error for Stochastic Gradient Methods COLT 2018 Exponentiated Strongly Rayleigh Distributions NeurIPS 2018 Ex-post IR Dynamic Auctions with Cost-per-Action Payments IJCAI 2018 Expressive power of recurrent neural networks ICLR 2018 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018 Extracting Entities and Relations with Joint Minimum Risk Training EMNLP 2018 Extracting In-domain Training Corpora for Neural Machine Translation Using Data Selection Methods EMNLP 2018 Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions EMNLP 2018 Extrapolating Expected Accuracies for Large Multi-Class Problems JMLR 2018 Factorial HMMs with Collapsed Gibbs Sampling for Optimizing Long-term HIV Therapy AISTATS 2018 Factors Influencing the Surprising Instability of Word Embeddings NAACL 2018 Fairness Without Demographics in Repeated Loss Minimization ICML 2018 Far-Field Speech Recognition Using Multivariate Autoregressive Models Interspeech 2018 Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting ACL 2018 Fast and Sample Efficient Inductive Matrix Completion via Multi-Phase Procrustes Flow ICML 2018 Fast and Sample Near-Optimal Algorithms for Learning Multidimensional Histograms COLT 2018 Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam ICML 2018 Fast Approximate Natural Gradient Descent in a Kronecker Factored Eigenbasis NeurIPS 2018 Fast Bellman Updates for Robust MDPs ICML 2018 Fast Cross-Validation IJCAI 2018 Fast Decoding in Sequence Models Using Discrete Latent Variables ICML 2018 Faster Derivative-Free Stochastic Algorithm for Shared Memory Machines ICML 2018