conftrace_

linear classifier

120 papers

Explore in graph

Co-occurring keywords

text classification (6793) representation learning (6206) support vector machine (978) feature extraction (1580) convex optimization (1321) generalization bound (652) kernel methods (1097) online learning (1777) random projection (145) loss function (462)

Papers

Strong Memory Lower Bounds for Learning Natural Models COLT 2022
Algorithms for learning a mixture of linear classifiers ALT 2022
Private Synthetic Data for Multitask Learning and Marginal Queries NIPS 2022
Fast margin maximization via dual acceleration ICML 2021
Finite-sample Analysis of Interpolating Linear Classifiers in the Overparameterized Regime JMLR 2021
Sample Complexity of Robust Linear Classification on Separated Data ICML 2021
Contrastive Estimation Reveals Topic Posterior Information to Linear Models JMLR 2021
Language Recognition Based on Unsupervised Pretrained Models INTERSPEECH 2021
Fair Classification with Noisy Protected Attributes: A Framework with Provable Guarantees ICML 2021
Gradient Descent on Two-layer Nets: Margin Maximization and Simplicity Bias NIPS 2021
Coresets for Classification – Simplified and Strengthened NIPS 2021
Nested Barycentric Coordinate System as an Explicit Feature Map AISTATS 2021
Do Sound Event Representations Generalize to Other Audio Tasks? A Case Study in Audio Transfer Learning INTERSPEECH 2021
Instance Credibility Inference for Few-Shot Learning CVPR 2020
A Simple Framework for Contrastive Learning of Visual Representations ICML 2020
The Power of Comparisons for Actively Learning Linear Classifiers NIPS 2020
Theoretical Insights Into Multiclass Classification: A High-dimensional Asymptotic View NIPS 2020
Learning to Detect Bipolar Disorder and Borderline Personality Disorder with Language and Speech in Non-Clinical Interviews INTERSPEECH 2020
Attribute Noise Robust Binary Classification (Student Abstract) AAAI 2020
Definition Extraction Feature Analysis: From Canonical to Naturally-Occurring Definitions COLING 2020
Null It Out: Guarding Protected Attributes by Iterative Nullspace Projection ACL 2020
On the Hierarchical Information in a Single Contextualised Word Representation (Student Abstract) AAAI 2020
Explaining Naive Bayes and Other Linear Classifiers with Polynomial Time and Delay NIPS 2020
Learning Strategy-Aware Linear Classifiers NIPS 2020
Reducing Adversarially Robust Learning to Non-Robust PAC Learning NIPS 2020