conftrace_

generalization analysis

13 papers

Explore in graph

Co-occurring keywords

generalization bound (652) rademacher complexity (109) generalization error (285) algorithmic stability (82) feature learning (1311) stochastic gradient descent (1091) learning theory (519) representation learning (6206) stochastic optimization (1060) feature evolvable stream (1)

Papers

How Does the Smoothness Approximation Method Facilitate Generalization for Federated Adversarial Learning? AAAI 2025
Stability and Generalization of Zeroth-Order Decentralized Stochastic Gradient Descent with Changing Topology AAAI 2025
Stability and Generalization for Stochastic (Compositional) Optimizations IJCAI 2025
Feature Directions Matter: Long-Tailed Learning via Rotated Balanced Representation ICML 2023
The Analysis of Deep Neural Networks by Information Theory: From Explainability to Generalization AAAI 2023
Stability and Generalization of Stochastic Optimization with Nonconvex and Nonsmooth Problems COLT 2023
On the Capacity Limits of Privileged ERM AISTATS 2023
Social-Inverse: Inverse Decision-making of Social Contagion Management with Task Migrations NIPS 2022
Generalization Analysis on Learning with a Concurrent Verifier NIPS 2022
Learning with Operator-valued Kernels in Reproducing Kernel Krein Spaces NIPS 2020
Learning with Feature and Distribution Evolvable Streams ICML 2020
Optimization and Generalization Analysis of Transduction through Gradient Boosting and Application to Multi-scale Graph Neural Networks NIPS 2020
Two-Layer Generalization Analysis for Ranking Using Rademacher Average NIPS 2010