Papers
12094 papers
ICML2025
Online Linear Classification with Massart Noise
Summary pending...
Online LearningMassart noise
ICML2025
MITIGATING OVER-EXPLORATION IN LATENT SPACE OPTIMIZATION USING LES
Summary pending...
VAEDrug-Design
ICML2025
Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer
Summary pending...
multi-task RLoffline RLDecision Transformer
ICML2025
Schwarz–Schur Involution: Lightspeed Differentiable Sparse Linear Solvers
Summary pending...
differentiable linear solversparse solvergeneralized deconvolution
ICML2025
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
Summary pending...
Segment Anything ModelParameter-efficient fine-tuningMutual information
ICML2025
A Sample Efficient Conditional Independence Test in the Presence of Discretization
Summary pending...
Conditional independence testdiscretizationGeneralized method of Moments
ICML2025
Iterative Vectors: In-Context Gradient Steering without Backpropagation
Summary pending...
In-Context LearningActivation SteeringBackpropagation-Free
ICML2025
Provable Maximum Entropy Manifold Exploration via Diffusion Models
Summary pending...
diffusion modelsexplorationfine-tuning
ICML2025
Progressive Tempering Sampler with Diffusion
Summary pending...
parallel temperingneural samplerssampling from unnormalised densities
ICML2025
Understanding Input Selectivity in Mamba: Impact on Approximation Power, Memorization, and Associative Recall Capacity
Summary pending...
MambaState Space ModelInput selectivity
ICML2025
When, Where and Why to Average Weights?
Summary pending...
Weight AveragingCheckpoint AveragingOptimization
ICML2025
Fast and Provable Algorithms for Sparse PCA with Improved Sample Complexity
Summary pending...
Sparse PCAprincipal component analysissingle-spiked covariance model
ICML2025
Guarantees of a Preconditioned Subgradient Algorithm for Overparameterized Asymmetric Low-rank Matrix Recovery
Summary pending...
Matrix factorisationlow-rankmatrix sensing
ICML2025
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
Summary pending...
Refusal directionsLarge Language ModelActivation Steering
ICML2025
MathConstruct: Challenging LLM Reasoning with Constructive Proofs
Summary pending...
LLMmathevaluation
ICML2025
The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models Via Visual Information Steering
Summary pending...
Large Vision-Language ModelHallucination
ICML2025
LIVS: A Pluralistic Alignment Dataset for Inclusive Public Spaces
Summary pending...
Pluralistic AlignmentText-to-Image DiffusionIntersectionality
ICML2025
Square$\chi$PO: Differentially Private and Robust $\chi^2$-Preference Optimization in Offline Direct Alignment
Summary pending...
Offline alignmentgeneral function approximationsdifferential privacy
ICML2025
Towards Theoretical Understanding of Sequential Decision Making with Preference Feedback
Summary pending...
preference-basedsequential decision makingpreference feedback
ICML2025
LAuReL: Learned Augmented Residual Layer
Summary pending...
residual connectionskip connectionresidual layer