conftrace_

linear classification

31 papers

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Co-occurring keywords

support vector machine (978) representation learning (6206) linear classifier (120) mistake bound (52) implicit bia (107) separable datum (12) selective sampling (21) vc dimension (108) convex optimization (1321) online learning (1777)

Papers

Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features AAAI 2024
Isotropy, Clusters, and Classifiers ACL 2024
Tight Risk Bounds for Gradient Descent on Separable Data NIPS 2023
Continual Learning in Linear Classification on Separable Data ICML 2023
Provable Benefit of Mixup for Finding Optimal Decision Boundaries ICML 2023
Self-Directed Linear Classification COLT 2023
Get the Best of Both Worlds: Improving Accuracy and Transferability by Grassmann Class Representation ICCV 2023
Linear and Kernel Classification in the Streaming Model: Improved Bounds for Heavy Hitters NIPS 2021
Unsupervised Representation Learning via Neural Activation Coding ICML 2021
Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization NIPS 2021
Predictive Multiplicity in Classification ICML 2020
Unsupervised Representation Learning by Invariance Propagation NIPS 2020
A Limitation of the PAC-Bayes Framework NIPS 2020
Distributed Inference for Linear Support Vector Machine JMLR 2019
Bandit Multiclass Linear Classification: Efficient Algorithms for the Separable Case ICML 2019
Meta-Learning With Differentiable Convex Optimization CVPR 2019
The Implicit Bias of AdaGrad on Separable Data NIPS 2019
Preconditioned Conjugate Gradient Methods in Truncated Newton Frameworks for Large-scale Linear Classification ACML 2018
Characterizing Implicit Bias in Terms of Optimization Geometry ICML 2018
COLA: Decentralized Linear Learning NIPS 2018
A Study on Trust Region Update Rules in Newton Methods for Large-scale Linear Classification ACML 2017
On the Inductive Bias of Dropout JMLR 2015
Rounding Methods for Discrete Linear Classification ICML 2013
A Polylog Pivot Steps Simplex Algorithm for Classification NIPS 2012
Efficient Distributed Linear Classification Algorithms via the Alternating Direction Method of Multipliers AISTATS 2012