Papers
12094 papers
ICML2024
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors
Summary pending...
ICML2024
Non-parametric Online Change Point Detection on Riemannian Manifolds
Summary pending...
ICML2024
BayOTIDE: Bayesian Online Multivariate Time Series Imputation with Functional Decomposition
Summary pending...
ICML2024
Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
Summary pending...
ICML2024
How Uniform Random Weights Induce Non-uniform Bias: Typical Interpolating Neural Networks Generalize with Narrow Teachers
Summary pending...
ICML2024
Contrastive Representation for Data Filtering in Cross-Domain Offline Reinforcement Learning
Summary pending...
ICML2024
LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models
Summary pending...
ICML2024
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup
Summary pending...
ICML2024
ACM-MILP: Adaptive Constraint Modification via Grouping and Selection for Hardness-Preserving MILP Instance Generation
Summary pending...
ICML2024
Plug-and-Play image restoration with Stochastic deNOising REgularization
Summary pending...
ICML2024
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
Summary pending...
ICML2024
Transformers Get Stable: An End-to-End Signal Propagation Theory for Language Models
Summary pending...
ICML2024
Iterative Preference Learning from Human Feedback: Bridging Theory and Practice for RLHF under KL-constraint
Summary pending...
ICML2024
Hierarchical Integral Probability Metrics: A distance on random probability measures with low sample complexity
Summary pending...