Papers
12094 papers
ICML2025
Clustering Items through Bandit Feedback: Finding the Right Feature out of Many
Summary pending...
clusteringbandit theorypure exploration
ICML2025
Improving Multimodal Learning Balance and Sufficiency through Data Remixing
Summary pending...
Multimodal LearningMachine LearningRepresentation Learning
ICML2025
Revisiting Convergence: Shuffling Complexity Beyond Lipschitz Smoothness
Summary pending...
shuffling-type gradient methodsconvergence analysisrelaxed smoothness assumptions
ICML2025
Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation
Summary pending...
Reinforcement Learning; Off-policy Evaluation;
ICML2025
Model Uncertainty Quantification by Conformal Prediction in Continual Learning
Summary pending...
Uncertaintycontinual learning
ICML2025
OV-MER: Towards Open-Vocabulary Multimodal Emotion Recognition
Summary pending...
multimodal emotion recognitionOV-MERdataset
ICML2025
KEA: Keeping Exploration Alive by Proactively Coordinating Exploration Strategies
Summary pending...
Reinforcement LearningNovelty-based ExplorationSoft Actor-Critic
ICML2025
Breaking the $n^{1.5}$ Additive Error Barrier for Private and Efficient Graph Sparsification via Private Expander Decomposition
Summary pending...
Differential privacygraph sparsificationgraph cuts
ICML2025
Dimensionality Reduction on Complex Vector Spaces for Euclidean Distance with Dynamic Weights
Summary pending...
dimensionality reductionJohnson-Lindestrausscomplex space
ICML2025
Circumventing Backdoor Space via Weight Symmetry
Summary pending...
AI securitybackdoor defensesmode connectivity
ICML2025
Efficient LiDAR Reflectance Compression via Scanning Serialization
Summary pending...
lidar point cloud; attribute compression; lossless coding; probability prediction
ICML2025
Progressively Label Enhancement for Large Language Model Alignment
Summary pending...
Language Model Alignment
ICML2025
Learning dynamics in linear recurrent neural networks
Summary pending...
deep learninglearning dynamicsRNNs
ICML2025
The Sparse-Plus-Low-Rank Quasi-Newton Method for Entropic-Regularized Optimal Transport
Summary pending...
optimal transportentropic regularizationquasi-Newton method
ICML2025
Persistent Topological Features in Large Language Models
Summary pending...
Topological Data AnalysisPersistent HomologyLarge Language Models
ICML2025
PAC Learning with Improvements
Summary pending...
agents improvementPAC learningsample complexity
ICML2025
Investigating the Overlooked Hessian Structure: From CNNs to LLMs
Summary pending...
HessianLoss LandscapeGeneralization
ICML2025
Synonymous Variational Inference for Perceptual Image Compression
Summary pending...
SynonymousVariational InferencePerceptual
ICML2025
A Likelihood Based Approach to Distribution Regression Using Conditional Deep Generative Models
Summary pending...
Distribution Regression; Conditional Deep Generative Models; Intrinsic Manifold Structure; Sieve MLE; Wasserstein Convergence.
ICML2025
A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features
Summary pending...
MultimodalityDistillationCross Modal Distillation