← Core Methods
Machine Learning › Core Methods ›

Optimization

1184 directly classified papers

Papers per year

Papers

Learning Constraints for Structured Prediction Using Rectifier Networks ACL 2020
Tchebycheff Procedure for Multi-task Text Classification ACL 2020
From Sets to Multisets: Provable Variational Inference for Probabilistic Integer Submodular Models ICML 2020
A Practical Riemannian Algorithm for Computing Dominant Generalized Eigenspace UAI 2020
EiGLasso: Scalable Estimation of Cartesian Product of Sparse Inverse Covariance Matrices UAI 2020
Wake Word Detection with Alignment-Free Lattice-Free MMI INTERSPEECH 2020
Improved Subsampled Randomized Hadamard Transform for Linear SVM AAAI 2020
An Implicit Form of Krasulina's k-PCA Update without the Orthonormality Constraint AAAI 2020
Exact and Efficient Inference for Collective Flow Diffusion Model via Minimum Convex Cost Flow Algorithm AAAI 2020
HS-CAI: A Hybrid DCOP Algorithm via Combining Search with Context-Based Inference AAAI 2020
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search AAAI 2020
Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition INTERSPEECH 2019
Lifted Proximal Operator Machines AAAI 2019
Quasi-Newton Trust Region Policy Optimization CORL 2019
Fast Proximal Gradient Descent for A Class of Non-convex and Non-smooth Sparse Learning Problems UAI 2019
On Efficient Retrieval of Top Similarity Vectors EMNLP 2019
A Kernel Loss for Solving the Bellman Equation NIPS 2019
Efficient characterization of electrically evoked responses for neural interfaces NIPS 2019
Structured Prediction with Projection Oracles NIPS 2019
Coresets for Archetypal Analysis NIPS 2019
A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019
Learning One-hidden-layer ReLU Networks via Gradient Descent AISTATS 2019
Primal-Dual Block Generalized Frank-Wolfe NIPS 2019
A Nonconvex Projection Method for Robust PCA AAAI 2019
Efficient Identification of Approximate Best Configuration of Training in Large Datasets AAAI 2019