conftrace_

linear regression

282 papers

Explore in graph

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

Unbiased estimators for random design regression JMLR 2022
Random Mapping Method for Large-Scale Terrain Modeling AAAI 2022
Learning Sparse Fixed-Structure Gaussian Bayesian Networks AISTATS 2022
The Implicit Bias of Benign Overfitting COLT 2022
(Nearly) Optimal Private Linear Regression for Sub-Gaussian Data via Adaptive Clipping COLT 2022
How catastrophic can catastrophic forgetting be in linear regression? COLT 2022
Number Theory Meets Linguistics: Modelling Noun Pluralisation Across 1497 Languages Using 2-adic Metrics AACL 2022
Conditional Linear Regression for Heterogeneous Covariances AISTATS 2022
Coresets for Vertical Federated Learning: Regularized Linear Regression and $K$-Means Clustering NIPS 2022
Semi-supervised Active Linear Regression NIPS 2022
Parameters or Privacy: A Provable Tradeoff Between Overparameterization and Membership Inference NIPS 2022
Asymptotic Degradation of Linear Regression Estimates with Strategic Data Sources ALT 2022
Robust Stochastic Linear Contextual Bandits Under Adversarial Attacks AISTATS 2022
Foolish Crowds Support Benign Overfitting JMLR 2022
Near-optimal rate of consistency for linear models with missing values ICML 2022
Public Data-Assisted Mirror Descent for Private Model Training ICML 2022
Information bottleneck theory of high-dimensional regression: relevancy, efficiency and optimality NIPS 2022
An investigation of regression-based prediction of the femininity or masculinity in speech of transgender people INTERSPEECH 2022
Computational Detection of Narrativity: A Comparison Using Textual Features and Reader Response COLING 2022
DGD^2: A Linearly Convergent Distributed Algorithm For High-dimensional Statistical Recovery NIPS 2022
Analysis of Contextual Voice Changes in Remote Meetings INTERSPEECH 2021
Active Online Learning with Hidden Shifting Domains AISTATS 2021
Linear Regression Games: Convergence Guarantees to Approximate Out-of-Distribution Solutions AISTATS 2021
Acoustic-Prosodic, Lexical and Demographic Cues to Persuasiveness in Competitive Debate Speeches INTERSPEECH 2021
Efficient Computation and Analysis of Distributional Shapley Values AISTATS 2021