Papers
12094 papers
ICML2025
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks
Summary pending...
Nuclear FusionPlasma InstabilitiesBayesian Optimization
ICML2025
Textural or Textual: How Vision-Language Models Read Text in Images
Summary pending...
Typographic AttackVision-Language ModelsIntrinsic Dimension
ICML2025
Simplicity Bias and Optimization Threshold in Two-Layer ReLU Networks
Summary pending...
Neural NetworksSimplicty BiasImplicit Bias
ICML2025
Adversarial Inception Backdoor Attacks against Reinforcement Learning
Summary pending...
backdoor attacksadversarial machine learningreinforcement learning
ICML2025
Demystifying Cost-Efficiency in LLM Serving over Heterogeneous GPUs
Summary pending...
Distributed Machine Learning System; Generative Inference of Foundation Model.
ICML2025
Sample Complexity of Distributionally Robust Off-Dynamics Reinforcement Learning with Online Interaction
Summary pending...
online learningdistributionally robust Markov decision processdistribution shift
ICML2025
ROS: A GNN-based Relax-Optimize-and-Sample Framework for Max-$k$-Cut Problems
Summary pending...
Max-k-CutLearning to OptimizeGraph Neural Networks
ICML2025
Faster Rates for Private Adversarial Bandits
Summary pending...
Differential PrivacyBandits
ICML2025
Preference learning made easy: Everything should be understood through win rate
Summary pending...
preference learningalignmentRLHF
ICML2025
Inference-Time Alignment of Diffusion Models with Direct Noise Optimization
Summary pending...
Diffusion ModelsInference-Time AlignmentOptimization
ICML2025
Average Certified Radius is a Poor Metric for Randomized Smoothing
Summary pending...
randomized smoothingmetricaverage certified radius
ICML2025
Hyperband-based Bayesian Optimization for Black-box Prompt Selection
Summary pending...
Black-box prompt selectionlarge language modelsBayesian optimization
ICML2025
Deep Streaming View Clustering
Summary pending...
Streaming view clusteringMulti-view clusteringConcept drift problem
ICML2025
Log-Sum-Exponential Estimator for Off-Policy Evaluation and Learning
Summary pending...
off-policy learningoff-policy evaluationlog sum exponential
ICML2025
CTBench: A Library and Benchmark for Certified Training
Summary pending...
certified trainingcertificationlibrary
ICML2025
When Dynamic Data Selection Meets Data Augmentation: Achieving Enhanced Training Acceleration
Summary pending...
Dynamic data selectiondataset pruningdata augmentation
ICML2025
Prediction-Aware Learning in Multi-Agent Systems
Summary pending...
Learning in GamesMulti-agent systemsOnline Learning
ICML2025
Rethinking Aleatoric and Epistemic Uncertainty
Summary pending...
aleatoricepistemicuncertainty
ICML2025
Does Graph Prompt Work? A Data Operation Perspective with Theoretical Analysis
Summary pending...
graph promptinggraph neural networks