Papers
12094 papers
ICML2025
Scaling Sparse Feature Circuits For Studying In-Context Learning
Summary pending...
SAEICLSFC
ICML2025
NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel
Summary pending...
Federated LearningDecentralized Federated LearningNeural Tangent Kernel
ICML2025
Tokenized Bandit for LLM Decoding and Alignment
Summary pending...
Contextual BanditMulti-armed BanditLarge Language Model
ICML2025
Accurate Identification of Communication Between Multiple Interacting Neural Populations
Summary pending...
Computational NeuroscienceDynamical SystemsInterpretability
ICML2025
Fully Dynamic Embedding into $\ell_p$ Spaces
Summary pending...
Dynamic algorithmsEmbedding
ICML2025
TuCo: Measuring the Contribution of Fine-Tuning to Individual Responses of LLMs
Summary pending...
Large Language ModelsInterpretabilityAI Safety
ICML2025
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
Summary pending...
Reinforcement LearningEpisodic Linear MDPConstrained RL
ICML2025
Permutation-based Rank Test in the Presence of Discretization and Application in Causal Discovery with Mixed Data
Summary pending...
Rank TestDiscretizationCausal Discovery
ICML2025
Grokking at the Edge of Linear Separability
Summary pending...
GrokkingLogistic RegressionInterpolation Threshold
ICML2025
A Certified Unlearning Approach without Access to Source Data
Summary pending...
Certified machine unlearningprivacysurrogate data
ICML2025
Learning Multi-Level Features with Matryoshka Sparse Autoencoders
Summary pending...
sparse autoencodersmechanistic interpretability
ICML2025
A Bayesian Model Selection Criterion for Selecting Pretraining Checkpoints
Summary pending...
transfer learningBayesian model selectionefficient fine-tuning
ICML2025
Optimal Transfer Learning for Missing Not-at-Random Matrix Completion
Summary pending...
Transfer LearningActive LearningMatrix Completion
ICML2025
On the Importance of Gaussianizing Representations
Summary pending...
mutual information gamegaussianizationpower transform
ICML2025
Wait-Less Offline Tuning and Re-solving for Online Decision Making
Summary pending...
Online Linear ProgrammingSequential Decision MakingResource Allocation
ICML2025
Integer Programming for Generalized Causal Bootstrap Designs
Summary pending...
design uncertaintycausal bootstrapinteger programming
ICML2025
Learnings from Scaling Visual Tokenizers for Reconstruction and Generation
Summary pending...
Auto-EncoderVisual CompressionLatent Diffusion Models
ICML2025
Can Transformers Reason Logically? A Study in SAT Solving
Summary pending...
TransformersLogical ReasoningSAT-Solving
ICML2025
Minimax Optimal Regret Bound for Reinforcement Learning with Trajectory Feedback
Summary pending...
reinforcement learningonline learningtrajectory feedback
ICML2025
Star Attention: Efficient LLM Inference over Long Sequences
Summary pending...
Large Language ModelsTransformersAttention Mechanisms