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

Failures of Model-dependent Generalization Bounds for Least-norm Interpolation JMLR 2021
No-regret Algorithms for Capturing Events in Poisson Point Processes ICML 2021
Near-Optimal Linear Regression under Distribution Shift ICML 2021
Neuron Matching in C. elegans With Robust Approximate Linear Regression Without Correspondence WACV 2021
Benign Overfitting of Constant-Stepsize SGD for Linear Regression COLT 2021
Linear Regression over Networks with Communication Guarantees L4DC 2021
Accelerating Distributed SGD for Linear Regression using Iterative Pre-Conditioning L4DC 2021
Differentially Private Model Personalization NIPS 2021
On Optimal Interpolation in Linear Regression NIPS 2021
Unbalanced Optimal Transport through Non-negative Penalized Linear Regression NIPS 2021
Precise Tradeoffs in Adversarial Training for Linear Regression COLT 2020
A convex optimization formulation for multivariate regression NIPS 2020
A First Principles Approach for Data-Efficient System Identification of Spring-Rod Systems via Differentiable Physics Engines L4DC 2020
Feature Noise Induces Loss Discrepancy Across Groups ICML 2020
Causal Strategic Linear Regression ICML 2020
The Gradient Complexity of Linear Regression COLT 2020
Robust Meta-learning for Mixed Linear Regression with Small Batches NIPS 2020
Optimal Estimator for Unlabeled Linear Regression ICML 2020
Learning Entangled Single-Sample Distributions via Iterative Trimming AISTATS 2020
Automatic Differentiation of Sketched Regression AISTATS 2020
Guessing the Age of Acquisition of Italian Lemmas through Linear Regression EMNLP 2020
IITkgp at FinCausal 2020, Shared Task 1: Causality Detection using Sentence Embeddings in Financial Reports COLING 2020
On Uniform Convergence and Low-Norm Interpolation Learning NIPS 2020
Myersonian Regression NIPS 2020
Smoothly Bounding User Contributions in Differential Privacy NIPS 2020