conftrace_

linear model

94 papers

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Co-occurring keywords

regret bound (1926) feature selection (649) tree-based model (33) neural network (6616) generalization bound (652) causal inference (1630) contextual bandit (381) causal discovery (460) online learning (1777) implicit bia (107)

Papers

Field-wise Learning for Multi-field Categorical Data NIPS 2020
Debiasing Averaged Stochastic Gradient Descent to handle missing values NIPS 2020
The Statistical Complexity of Early-Stopped Mirror Descent NIPS 2020
Tight Nonparametric Convergence Rates for Stochastic Gradient Descent under the Noiseless Linear Model NIPS 2020
A Simultaneous Discover-Identify Approach to Causal Inference in Linear Models AAAI 2020
Model Interpretability through the lens of Computational Complexity NIPS 2020
Regularization in directable environments with application to Tetris ICML 2019
Speech Based Emotion Prediction: Can a Linear Model Work? INTERSPEECH 2019
V-to-V Coarticulation Induced Acoustic and Articulatory Variability of Vowels: The Effect of Pitch-Accent INTERSPEECH 2019
Perturbed-History Exploration in Stochastic Linear Bandits UAI 2019
Strong and Simple Baselines for Multimodal Utterance Embeddings NAACL 2019
Adaptive Scale-Invariant Online Algorithms for Learning Linear Models ICML 2019
Online Learning to Rank with Features ICML 2019
Sensitivity Analysis of Linear Structural Causal Models ICML 2019
Large Scale Incremental Learning CVPR 2019
Wide Neural Networks of Any Depth Evolve as Linear Models Under Gradient Descent NIPS 2019
Noninteractive Locally Private Learning of Linear Models via Polynomial Approximations ALT 2019
Learning Dynamics of Linear Denoising Autoencoders ICML 2018
Characterizing Implicit Bias in Terms of Optimization Geometry ICML 2018
Selective Inference for Sparse High-Order Interaction Models ICML 2017
Action Centered Contextual Bandits NIPS 2017
ZipML: Training Linear Models with End-to-End Low Precision, and a Little Bit of Deep Learning ICML 2017
Active Learning for Accurate Estimation of Linear Models ICML 2017
Identification and Overidentification of Linear Structural Equation Models NIPS 2016
Linear Contextual Bandits with Knapsacks NIPS 2016