Papers
12094 papers
UAI2024
DistriBlock: Identifying adversarial audio samples by leveraging characteristics of the output distribution
Summary pending...
Audio adversarial examplesASRMachine Learning
UAI2024
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Summary pending...
domain generalizationconsistency regularizationcausality
UAI2024
Decentralized Online Learning in General-Sum Stackelberg Games
Summary pending...
Stackelberg games; Bandits; Online learning;
UAI2024
Posterior Inference on Shallow Infinitely Wide Bayesian Neural Networks under Weights with Unbounded Variance
Summary pending...
Bayesian MethodsGaussian ProcessProbabilistic Machine Learning
UAI2024
Anomaly Detection with Variance Stabilized Density Estimation
Summary pending...
Anomaly DetectionOutlier DetectionDensity Estimation
UAI2024
Statistical and Causal Robustness for Causal Null Hypothesis Tests
Summary pending...
Causal GraphsSemiparametric InferenceEvidence Factors
UAI2024
Learning relevant contextual variables within Bayesian optimization
Summary pending...
Bayesian OptimizationVariable selectionContextual BO
UAI2024
Adaptive Time-Stepping Schedules for Diffusion Models
Summary pending...
diffusion modelsstepping schedulegenerative model
UAI2024
On Hardware-efficient Inference in Probabilistic Circuits
Summary pending...
Probabilistic CircuitsHardware-efficient InferenceApproximate computing
UAI2024
Transductive and Inductive Outlier Detection with Robust Autoencoders
Summary pending...
Outlier detectionAnomaly detectionRobust Autoencoders
UAI2024
Bootstrap Your Conversions: Thompson Sampling for Partially Observable Delayed Rewards
Summary pending...
stochastic banditsdelayed feedbackpartially observable feedback
UAI2024
Probabilistic reconciliation of mixed-type hierarchical time series
Summary pending...
probabilistic forecast reconciliationhierarchical forecastingreconciliation via conditioning
UAI2024
Adjustment Identification Distance: A gadjid for Causal Structure Learning
Summary pending...
Causal DiscoveryStructure LearningCausality
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