Papers
12094 papers
UAI2024
Approximate Kernel Density Estimation under Metric-based Local Differential Privacy
Summary pending...
kernel density estimationlocal differential privacylocality-sensitive hashing
UAI2024
Cold-start Recommendation by Personalized Embedding Region Elicitation
Summary pending...
Cold-Start Recommender SystemPreference Elicitation
UAI2024
Pure Exploration in Asynchronous Federated Bandits
Summary pending...
Bandits; Federated learning; Pure exploration
UAI2024
Analysis of Bootstrap and Subsampling in High-dimensional Regularized Regression
Summary pending...
high-dimensionbootstrapconvex problems
UAI2024
A Global Markov Property for Solutions of Stochastic Difference Equations and the corresponding Full Time Graphs
Summary pending...
causal inferencetime series analysisstructural causal models
UAI2024
Finite-Time Analysis of Three-Timescale Constrained Actor-Critic and Constrained Natural Actor-Critic Algorithms.
Summary pending...
Constrained actor-critic algorithmConstrained natural actor-critic algorithmThree-timescale algorithms
UAI2024
Last-iterate Convergence Separation between Extra-gradient and Optimism in Constrained Periodic Games
Summary pending...
last-iterate convergencetime-varying gamesoptimistic methods
UAI2024
Random Linear Projections Loss for Hyperplane-Based Optimization in Neural Networks
Summary pending...
loss functionsdeep learningoptimization
UAI2024
Performative Reinforcement Learning in Gradually Shifting Environments
Summary pending...
reinforcement learningperformative predictionconvex optimization
UAI2024
Using Autodiff to Estimate Posterior Moments, Marginals and Samples
Summary pending...
Importance weightingImportance samplingBayesian
UAI2024
Pix2Code: Learning to Compose Neural Visual Concepts as Programs
Summary pending...
visual concept learningprogram synthesisneuro-symbolic
UAI2024
Faster Perfect Sampling of Bayesian Network Structures
Summary pending...
Bayesian networksperfect samplingrejection sampling
UAI2024
Quantifying Local Model Validity using Active Learning
Summary pending...
Gaussian ProcessActive LearningReliability
UAI2024
Convergence Behavior of an Adversarial Weak Supervision Method
Summary pending...
weak supervisionadversarial weak supervisionbalsubramani_freund
UAI2024
Computing Low-Entropy Couplings for Large-Support Distributions
Summary pending...
minimum-entropy couplingsteganography
UAI2024
Identifiability of total effects from abstractions of time series causal graphs
Summary pending...
Causal analysisidentificationtime series
UAI2024
Extremely Greedy Equivalence Search
Summary pending...
directed graphical modelcausal discoveryMarkov equivalence class
UAI2024
Characterising Interventions in Causal Games
Summary pending...
Causal Gamesprobabilistic graphical modelscausality
UAI2024
Partial identification of the maximum mean discrepancy with mismeasured data
Summary pending...
maximum mean discrepancymeasurement erroruncertainty quantification
UAI2024
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling
Summary pending...
Off-Policy LearningImportance SamplingPAC-Bayes