conftrace_
← Optimization & Theory
Machine Learning › Optimization & Theory ›

Optimization

14,983 papers

Papers per year

18
112
342
1289
1646
'05
'10
'15
'20
'25

Papers

Multiclass Boosting: Margins, Codewords, Losses, and Algorithms JMLR 2019
Generalized Maximum Entropy Estimation JMLR 2019
Provably Accurate Double-Sparse Coding JMLR 2019
Minimal Sample Subspace Learning: Theory and Algorithms JMLR 2019
Learning Optimized Risk Scores JMLR 2019
Convergence Guarantees for a Class of Non-convex and Non-smooth Optimization Problems JMLR 2019
Two-Layer Feature Reduction for Sparse-Group Lasso via Decomposition of Convex Sets JMLR 2019
Optimization with Non-Differentiable Constraints with Applications to Fairness, Recall, Churn, and Other Goals JMLR 2019
Fast Automatic Smoothing for Generalized Additive Models JMLR 2019
Differentiable reservoir computing JMLR 2019
DPPy: DPP Sampling with Python JMLR 2019
Dynamic MRI Reconstruction with Motion-Guided Network MIDL 2019
Learning beamforming in ultrasound imaging MIDL 2019
Towards the Data-driven System for Rhetorical Parsing of Russian Texts NAACL 2019
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing NAACL 2019
Recurrent models and lower bounds for projective syntactic decoding NAACL 2019
ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems NAACL 2019
Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation NAACL 2019
Competence-based Curriculum Learning for Neural Machine Translation NAACL 2019
Jointly Optimizing Diversity and Relevance in Neural Response Generation NAACL 2019
A Study of Latent Structured Prediction Approaches to Passage Reranking NAACL 2019
Learning to Stop in Structured Prediction for Neural Machine Translation NAACL 2019
Value-based Search in Execution Space for Mapping Instructions to Programs NAACL 2019
Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation NAACL 2019
Reinforcement Learning based Curriculum Optimization for Neural Machine Translation NAACL 2019