Theory

Equivariant Single View Pose Prediction Via Induced and Restriction Representations NeurIPS 2023 Erratum: Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm JMLR 2023 Error Estimation for Random Fourier Features AISTATS 2023 Error in the Euclidean Preference Model IJCAI 2023 Escaping saddle points in zeroth-order optimization: the power of two-point estimators ICML 2023 Evaluating and Improving Interactions with Hazy Oracles AAAI 2023 Evaluating Cross-Domain Text-to-SQL Models and Benchmarks EMNLP 2023 Evaluating Evaluation Metrics: A Framework for Analyzing NLG Evaluation Metrics using Measurement Theory EMNLP 2023 Evaluating Neuron Interpretation Methods of NLP Models NeurIPS 2023 Evaluating Temporal Observation-Based Causal Discovery Techniques Applied to Road Driver Behaviour CLeaR 2023 Evaluating Zero-Shot Event Structures: Recommendations for Automatic Content Extraction (ACE) Annotations ACL 2023 Exact Generalization Guarantees for (Regularized) Wasserstein Distributionally Robust Models NeurIPS 2023 Excess Risk of Two-Layer ReLU Neural Networks in Teacher-Student Settings and its Superiority to Kernel Methods ICLR 2023 Experimental Designs for Heteroskedastic Variance NeurIPS 2023 Experimental Observations of the Topology of Convolutional Neural Network Activations AAAI 2023 Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective ICCV 2023 Explaining Reinforcement Learning with Shapley Values ICML 2023 Exploring and Interacting with the Set of Good Sparse Generalized Additive Models NeurIPS 2023 Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations NeurIPS 2023 Exponential Hardness of Reinforcement Learning with Linear Function Approximation COLT 2023 Exponential Lower Bounds for Fictitious Play in Potential Games NeurIPS 2023 Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman NeurIPS 2023 Extrapolated Random Tree for Regression ICML 2023 Failure-Aware Gaussian Process Optimization with Regret Bounds NeurIPS 2023 Fairness in Contextual Resource Allocation Systems: Metrics and Incompatibility Results AAAI 2023