conftrace_

alternating optimization

57 papers

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Co-occurring keywords

unsupervised learning (3264) bilevel optimization (194) partial label learning (68) convex optimization (1321) probabilistic model (476) matrix factorization (529) probabilistic modeling (852) feature learning (1311) semi-supervised learning (2341) dimensionality reduction (720)

Papers

Learning from Binary Multiway Data: Probabilistic Tensor Decomposition and its Statistical Optimality JMLR 2020
Meta-Learning for Speech Emotion Recognition Considering Ambiguity of Emotion Labels INTERSPEECH 2020
Semi-Supervised Partial Label Learning via Confidence-Rated Margin Maximization NIPS 2020
Multi-View Clustering in Latent Embedding Space AAAI 2020
Explainable Data Decompositions AAAI 2020
Set and Rebase: Determining the Semantic Graph Connectivity for Unsupervised Cross-Modal Hashing IJCAI 2020
Contextualized Point-of-Interest Recommendation IJCAI 2020
Optimization of Hierarchical Regression Model with Application to Optimizing Multi-Response Regression K-ary Trees AAAI 2019
Learning to Match via Inverse Optimal Transport JMLR 2019
Minimal Sample Subspace Learning: Theory and Algorithms JMLR 2019
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering ICCV 2019
Learning Registered Point Processes from Idiosyncratic Observations ICML 2018
“Learning-Compression” Algorithms for Neural Net Pruning CVPR 2018
Leveraging Latent Label Distributions for Partial Label Learning IJCAI 2018
Alternating optimization of decision trees, with application to learning sparse oblique trees NIPS 2018
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization NIPS 2018
Learning User Dependencies for Recommendation IJCAI 2017
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing NIPS 2016
Alternating Co-Quantization for Cross-Modal Hashing ICCV 2015
Maximum Margin Partial Label Learning ACML 2015
Low-Rank Tensor Approximation With Laplacian Scale Mixture Modeling for Multiframe Image Denoising ICCV 2015
Learning Sparsely Used Overcomplete Dictionaries COLT 2014
Distributed optimization of deeply nested systems AISTATS 2014
Joint Optimization for Consistent Multiple Graph Matching ICCV 2013
Deterministic Annealing for Semi-Supervised Structured Output Learning AISTATS 2012