conftrace_

linear regression

282 papers

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Co-occurring keywords

differential privacy (1016) convex optimization (1321) logistic regression (386) high-dimensional regression (142) feature selection (649) ridge regression (134) stochastic gradient descent (1091) least square (101) sample complexity (1169) robust regression (79)

Papers

Learning Discriminative Recommendation Systems with Side Information IJCAI 2017
Adaptively Unified Semi-supervised Learning for Cross-Modal Retrieval IJCAI 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications ICML 2017
UW-FinSent at SemEval-2017 Task 5: Sentiment Analysis on Financial News Headlines using Training Dataset Augmentation SEMEVAL 2017
Semi-supervised Feature Selection via Rescaled Linear Regression IJCAI 2017
Learning Koopman Invariant Subspaces for Dynamic Mode Decomposition NIPS 2017
No Learner Left Behind: On the Complexity of Teaching Multiple Learners Simultaneously IJCAI 2017
CYUT at IJCNLP-2017 Task 3: System Report for Review Opinion Diversification IJCNLP 2017
MITRE at SemEval-2017 Task 1: Simple Semantic Similarity SEMEVAL 2017
Differentially Private Ordinary Least Squares ICML 2017
Linguistic analysis of differences in portrayal of movie characters ACL 2017
On Computationally Tractable Selection of Experiments in Measurement-Constrained Regression Models JMLR 2017
Geometric Descent Method for Convex Composite Minimization NIPS 2017
Linear regression without correspondence NIPS 2017
Consistent Robust Regression NIPS 2017
Aggregation of supports along the Lasso path COLT 2016
Pairwise Linear Regression Classification for Image Set Retrieval CVPR 2016
Convex Block-sparse Linear Regression with Expanders – Provably AISTATS 2016
Combinatorial semi-bandit with known covariance NIPS 2016
Greedy Feature Construction NIPS 2016
Predictability of Distributional Semantics in Derivational Word Formation COLING 2016
Optimal Linear Estimation under Unknown Nonlinear Transform NIPS 2015
Self Scaled Regularized Robust Regression CVPR 2015
\ell_1,p-Norm Regularization: Error Bounds and Convergence Rate Analysis of First-Order Methods ICML 2015
Attribute Efficient Linear Regression with Distribution-Dependent Sampling ICML 2015