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TitleStatusHype
Adaptive Machine UnlearningCode0
Off-Policy Evaluation with Out-of-Sample GuaranteesCode0
Verification-Aided Learning of Neural Network Barrier Functions with Termination GuaranteesCode0
Rationale-Aware Answer Verification by Pairwise Self-EvaluationCode0
Revisiting inference after predictionCode0
Inferring species interactions using Granger causality and convergent cross mappingCode0
Time Can Invalidate Algorithmic RecourseCode0
RATT: Leveraging Unlabeled Data to Guarantee GeneralizationCode0
Bisimulation LearningCode0
Simple Inference on Functionals of Set-Identified Parameters Defined by Linear MomentsCode0
Valid Inference Corrected for Outlier RemovalCode0
On Constrained Spectral Clustering and Its ApplicationsCode0
Time in a Box: Advancing Knowledge Graph Completion with Temporal ScopesCode0
Targeted Machine Learning for Average Causal Effect Estimation Using the Front-Door FunctionalCode0
On Efficient Estimation of Distributional Treatment Effects under Covariate-Adaptive RandomizationCode0
Inherent Biases in Reference based Evaluation for Grammatical Error Correction and Text SimplificationCode0
Inherent Biases in Reference-based Evaluation for Grammatical Error CorrectionCode0
Commonsense Knowledge Mining from Term DefinitionsCode0
Efficient Generation of Structured Objects with Constrained Adversarial NetworksCode0
A Neural Framework for Generalized Causal Sensitivity AnalysisCode0
Valid Inference for Machine Learning Model ParametersCode0
Bilingual Synchronization: Restoring Translational Relationships with Editing OperationsCode0
Efficient Approximation of Gromov-Wasserstein Distance Using Importance SparsificationCode0
On Exploring and Improving Robustness of Scene Text Detection ModelsCode0
Adaptive Experimentation with Delayed Binary FeedbackCode0
Integer Programming for Causal Structure Learning in the Presence of Latent VariablesCode0
A Semi-Supervised Data Augmentation Approach using 3D Graphical EnginesCode0
Efficient and Differentiable Conformal Prediction with General Function ClassesCode0
Simulating counterfactualsCode0
Amortized Simulation-Based Frequentist Inference for Tractable and Intractable LikelihoodsCode0
Efficient Adaptive Experimentation with Non-ComplianceCode0
Beyond In-Distribution Success: Scaling Curves of CoT Granularity for Language Model GeneralizationCode0
A Scalable AutoML Approach Based on Graph Neural NetworksCode0
Re-balancing Variational Autoencoder Loss for Molecule Sequence GenerationCode0
T-COL: Generating Counterfactual Explanations for General User Preferences on Variable Machine Learning SystemsCode0
Beyond Confidence: Adaptive Abstention in Dual-Threshold Conformal Prediction for Autonomous System PerceptionCode0
Adaptive Deep Learning for High-Dimensional Hamilton-Jacobi-Bellman EquationsCode0
Interpretable Natural Language Segmentation Based on Link GrammarCode0
Simultaneous Inference Bands for AutocorrelationsCode0
Simultaneous Mean-Variance RegressionCode0
An Equivariant Generative Framework for Molecular Graph-Structure Co-DesignCode0
Interval Estimation of Coefficients in Penalized Regression Models of Insurance DataCode0
Online Selective Classification with Limited FeedbackCode0
"Adversarial Examples" for Proof-of-LearningCode0
Effects of Parametric and Non-Parametric Methods on High Dimensional Sparse Matrix RepresentationsCode0
A Retrospective of the Tutorial on Opportunities and Challenges of Online Deep LearningCode0
Effects of auditory distance cues and reverberation on spatial perception and listening strategiesCode0
Beyond Accuracy: On the Effects of Fine-tuning Towards Vision-Language Model's Prediction RationalityCode0
Universal Inference Meets Random Projections: A Scalable Test for Log-concavityCode0
Benchmarking Quantum Reinforcement LearningCode0
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