conftrace_
← Core Methods
Machine Learning › Core Methods ›

Regression

5,004 papers

Papers per year

1
7
72
146
513
265
'00
'05
'10
'15
'20
'25

Papers

Effects of Dimensional Input on Paralinguistic Information Perceived from Synthesized Dialogue Speech with Neural Network INTERSPEECH 2018
Predicting Arousal and Valence from Waveforms and Spectrograms Using Deep Neural Networks INTERSPEECH 2018
Encoding Individual Acoustic Features Using Dyad-Augmented Deep Variational Representations for Dialog-level Emotion Recognition INTERSPEECH 2018
Training Recurrent Neural Network through Moment Matching for NLP Applications INTERSPEECH 2018
Multi-frame Coding of LSF Parameters Using Block-Constrained Trellis Coded Vector Quantization INTERSPEECH 2018
Modeling Self-Reported and Observed Affect from Speech INTERSPEECH 2018
Demonstrating and Modelling Systematic Time-varying Annotator Disagreement in Continuous Emotion Annotation INTERSPEECH 2018
Gradient Hard Thresholding Pursuit JMLR 2018
The DFS Fused Lasso: Linear-Time Denoising over General Graphs JMLR 2018
On $b$-bit Min-wise Hashing for Large-scale Regression and Classification with Sparse Data JMLR 2018
Efficient Learning with a Family of Nonconvex Regularizers by Redistributing Nonconvexity JMLR 2018
Pycobra: A Python Toolbox for Ensemble Learning and Visualisation JMLR 2018
KELP: a Kernel-based Learning Platform JMLR 2018
Saturating Splines and Feature Selection JMLR 2018
tick: a Python Library for Statistical Learning, with an emphasis on Hawkes Processes and Time-Dependent Models JMLR 2018
Sketched Ridge Regression: Optimization Perspective, Statistical Perspective, and Model Averaging JMLR 2018
Compact Convex Projections JMLR 2018
Average Stability is Invariant to Data Preconditioning. Implications to Exp-concave Empirical Risk Minimization JMLR 2018
Parallelizing Stochastic Gradient Descent for Least Squares Regression: Mini-batching, Averaging, and Model Misspecification JMLR 2018
A Cluster Elastic Net for Multivariate Regression JMLR 2018
A Two-Stage Penalized Least Squares Method for Constructing Large Systems of Structural Equations JMLR 2018
Can We Trust the Bootstrap in High-dimensions? The Case of Linear Models JMLR 2018
RSG: Beating Subgradient Method without Smoothness and Strong Convexity JMLR 2018
Patchwork Kriging for Large-scale Gaussian Process Regression JMLR 2018
A Constructive Approach to $L_0$ Penalized Regression JMLR 2018