Papers
12094 papers
ICML2025
Tensor Decomposition Based Memory-Efficient Incremental Learning
Summary pending...
Class Incremental Learning; Continual Learning
ICML2025
Multi-Session Budget Optimization for Forward Auction-based Federated Learning
Summary pending...
Auction-based Federated Learningbidding strategy
ICML2025
Human-Aligned Image Models Improve Visual Decoding from the Brain
Summary pending...
Visual DecodingBrain-Computer InterfaceEEG
ICML2025
Scalable Private Partition Selection via Adaptive Weighting
Summary pending...
differential privacyprivate partition selectionprivate set union
ICML2025
Balancing Interference and Correlation in Spatial Experimental Designs: A Causal Graph Cut Approach
Summary pending...
policy evaluationAB testingGraph cut
ICML2025
Reinforcement Learning with Adaptive Reward Modeling for Expensive-to-Evaluate Systems
Summary pending...
decision-making taskcomputational intensive evaluation
ICML2025
An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer
Summary pending...
Directed acyclic graphsMarkov equivalence classCausality
ICML2025
MoHAVE: Mixture of Hierarchical Audio-Visual Experts for Robust Speech Recognition
Summary pending...
audio-visual speech recognitionmixture-of-expertsmultimodal
ICML2025
TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation
Summary pending...
GNN2MLP distillationknowledge distillation
ICML2025
When to Forget? Complexity Trade-offs in Machine Unlearning
Summary pending...
Machine UnlearningOptimizationDifferential Privacy
ICML2025
Human Cognition-Inspired Hierarchical Fuzzy Learning Machine
Summary pending...
ClassificationCognitive ScienceQuotient Space
ICML2025
Scaling Large Motion Models with Million-Level Human Motions
Summary pending...
motion generation
ICML2025
BanditSpec: Adaptive Speculative Decoding via Bandit Algorithms
Summary pending...
LLM Inference AccelerationSpeculative DecodingTraining-free
ICML2025
Optimal Decision Tree Pruning Revisited: Algorithms and Complexity
Summary pending...
parameterized complexityNP-hard problemsefficient algorithms
ICML2025
Implicit Language Models are RNNs: Balancing Parallelization and Expressivity
Summary pending...
State-space modelsdeep equilibrium modelsRNN
ICML2025
Reinforced Learning Explicit Circuit Representations for Quantum State Characterization from Local Measurements
Summary pending...
AI for ScienceQuantum Property EstimationQuantum State Characterization
ICML2025
Kernel Quantile Embeddings and Associated Probability Metrics
Summary pending...
kernel methodsprobability metricsquantiles
ICML2025
Learning Compact Semantic Information for Incomplete Multi-View Missing Multi-Label Classification
Summary pending...
Multi-view multi-label classificationIncomplete multi-view learningMissing multi-label classification
ICML2025
Faster Stochastic Optimization with Arbitrary Delays via Adaptive Asynchronous Mini-Batching
Summary pending...
Asynchronousdelaystochastic
ICML2025
Parametric Scaling Law of Tuning Bias in Conformal Prediction
Summary pending...
uncertainty quantificationconformal prediction