Papers
12094 papers
UAI2024
Neural Optimal Transport with Lagrangian Costs
Summary pending...
neural optimal transportLagrangian costsRiemannian geometry
UAI2024
Model-Free Robust Reinforcement Learning with Sample Complexity Analysis
Summary pending...
robust reinforcement learningsample complexitydistributionally robust optimization
UAI2024
Conditional Bayesian Quadrature
Summary pending...
Bayesian QuadratureProbabilistic NumericsGaussian Process
UAI2024
Characterizing Data Point Vulnerability as Average-Case Robustness
Summary pending...
Trustworthy AIDeep LearningRobustness
UAI2024
Multi-fidelity Bayesian Optimization with Multiple Information Sources of Input-dependent Fidelity
Summary pending...
Bayesian OptimizationMulti-Fidelity BO
UAI2024
Discrete Probabilistic Inference as Control in Multi-path Environments
Summary pending...
maximum entropy reinforcement learninggenerative flow networksdiscrete probabilistic inference
UAI2024
To smooth a cloud or to pin it down: Expressiveness guarantees and insights on score matching in denoising diffusion models
Summary pending...
Denoising Diffusion ModelsScore MatchingTimereveral
UAI2024
Identifying Homogeneous and Interpretable Groups for Conformal Prediction
Summary pending...
Uncertainty Quantification; Group Discovery; Trustworthy AI; Conformal Prediction
UAI2024
Decentralized Two-Sided Bandit Learning in Matching Market
Summary pending...
Multi-agent Reinforcement LearningBanditsTwo-sided Matching
UAI2024
GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning
Summary pending...
Graph Neural NetworkGraph Self-supervised Learning
UAI2024
Investigating the Impact of Model Width and Density on Generalization in Presence of Label Noise
Summary pending...
Generalization; Double Descent
UAI2024
Center-Based Relaxed Learning Against Membership Inference Attacks
Summary pending...
PrivacyMetric LearningRepresentation Learning
UAI2024
Bias-aware Boolean Matrix Factorization Using Disentangled Representation Learning
Summary pending...
Boolean matrix factorizationdisentangled representation learningbias-aware
UAI2024
EntProp: High Entropy Propagation for Improving Accuracy and Robustness
Summary pending...
EntropyRobustnessAuxiliary Batch Normalization
UAI2024
Revisiting Convergence of AdaGrad with Relaxed Assumptions
Summary pending...
convergence theoryhigh probabilityadaptive gradient methods
UAI2024
Memorization Capacity for Additive Fine-Tuning with Small ReLU Networks
Summary pending...
Fine-TuningMemorization Capacity
UAI2024
Approximate Kernel Density Estimation under Metric-based Local Differential Privacy
Summary pending...
kernel density estimationlocal differential privacylocality-sensitive hashing