Papers
12094 papers
ICML2025
Online Laplacian-Based Representation Learning in Reinforcement Learning
Summary pending...
Reinforcement LearningRepresentation learningOnline Learning
ICML2025
When can in-context learning generalize out of task distribution?
Summary pending...
In-context learningGeneralizationOOD
ICML2025
Settling the Maximin Share Fairness for Scheduling among Groups of Machines
Summary pending...
Fair divisionMaximin shareJob scheduling
ICML2025
Protriever: End-to-End Differentiable Protein Homology Search for Fitness Prediction
Summary pending...
Computational Biology
ICML2025
Data Mixing Optimization for Supervised Fine-Tuning of Large Language Models
Summary pending...
Large language modelssupervised fine-tuningdata mixing
ICML2025
UI-Vision: A Desktop-centric GUI Benchmark for Visual Perception and Interaction
Summary pending...
Large language modelsMultimodal modelsLLMs
ICML2025
Monte Carlo Tree Diffusion for System 2 Planning
Summary pending...
DiffusionMCTSLong-term Planning
ICML2025
A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning
Summary pending...
Concentration InequalitySampling Without ReplacementTransductive Local Rademacher Complexity
ICML2025
Addressing Concept Mislabeling in Concept Bottleneck Models Through Preference Optimization
Summary pending...
Concept Bottleneck ModelsInterpretable AIXAI
ICML2025
Statistical Test for Feature Selection Pipelines by Selective Inference
Summary pending...
Data Analysis PipelineAutoMLStatistical Test
ICML2025
Return Capping: Sample Efficient CVaR Policy Gradient Optimisation
Summary pending...
Reinforcement LearningMachine LearningCVaR
ICML2025
Understanding the Kronecker Matrix-Vector Complexity of Linear Algebra
Summary pending...
TensorsKronecker measurementsSketching
ICML2025
Computing Voting Rules with Improvement Feedback
Summary pending...
Preference AggregationIncomplete PreferencesImprovement Feedback
ICML2025
Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization
Summary pending...
Diffusion Models; Efficiency; Quantization; Caching Method
ICML2025
Memorization Sinks: Isolating Memorization during LLM Training
Summary pending...
MemorizationLocalizationUnlearning
ICML2025
Skip the Equations: Learning Behavior of Personalized Dynamical Systems Directly From Data
Summary pending...
dynamical systemsdifferential equationsODE discovery
ICML2025
AlphaPO: Reward Shape Matters for LLM Alignment
Summary pending...
llmlarge language modelsdeep learning
ICML2025
What Has a Foundation Model Found? Using Inductive Bias to Probe for World Models
Summary pending...
world modelsfoundation modelsinductive bias
ICML2025
Test-Time Graph Neural Dataset Search With Generative Projection
Summary pending...
Test-Time Adaption (TTA); Graph Neural Networks (GNNs); Distribution Shift; Generative Models